Spaces:
Running
Running
Add results of interestFM-UIR-CAFe (#60)
Browse files- Add results of interestFM-UIR-CAFe (b0893f8b9e8f95696dcb1668bb46081095d35eb1)
- scores/interestFM-UIR-CAFe-0.5B.json +2288 -0
- scores/interestFM-UIR-CAFe-7B.json +2288 -0
scores/interestFM-UIR-CAFe-0.5B.json
ADDED
@@ -0,0 +1,2288 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"metadata": {
|
3 |
+
"model_name": "interestFM-UIR-CAFe-0.5B",
|
4 |
+
"model_size": 0.894,
|
5 |
+
"embedding_dimension": 896,
|
6 |
+
"max_length_tokens": null,
|
7 |
+
"model_release_date": "",
|
8 |
+
"data_source": "Self-Reported",
|
9 |
+
"url": "https://arxiv.org/abs/2503.19900",
|
10 |
+
"report_generated_date": "2025-07-06T19:24:15.037083"
|
11 |
+
},
|
12 |
+
"metrics": {
|
13 |
+
"image": {
|
14 |
+
"ImageNet-1K": {
|
15 |
+
"hit@1": 0.646,
|
16 |
+
"hit@5": 0.914,
|
17 |
+
"hit@10": 0.952,
|
18 |
+
"ndcg_linear@1": 0.646,
|
19 |
+
"ndcg_linear@5": 0.7966571128405014,
|
20 |
+
"ndcg_linear@10": 0.8092603489678825,
|
21 |
+
"ndcg_exponential@1": 0.646,
|
22 |
+
"ndcg_exponential@5": 0.7966571128405014,
|
23 |
+
"ndcg_exponential@10": 0.8092603489678825,
|
24 |
+
"precision@1": 0.646,
|
25 |
+
"precision@5": 0.18280000000000002,
|
26 |
+
"precision@10": 0.09520000000000002,
|
27 |
+
"recall@1": 0.646,
|
28 |
+
"recall@5": 0.914,
|
29 |
+
"recall@10": 0.952,
|
30 |
+
"f1@1": 0.646,
|
31 |
+
"f1@5": 0.3046666666666667,
|
32 |
+
"f1@10": 0.17309090909090907,
|
33 |
+
"map@1": 0.646,
|
34 |
+
"map@5": 0.7569,
|
35 |
+
"map@10": 0.7622853174603174,
|
36 |
+
"mrr@1": 0.646,
|
37 |
+
"mrr@5": 0.7569,
|
38 |
+
"mrr@10": 0.7622853174603174,
|
39 |
+
"num_pred": 1000,
|
40 |
+
"num_data": 1000
|
41 |
+
},
|
42 |
+
"N24News": {
|
43 |
+
"hit@1": 0.696,
|
44 |
+
"hit@5": 0.936,
|
45 |
+
"hit@10": 0.98,
|
46 |
+
"ndcg_linear@1": 0.696,
|
47 |
+
"ndcg_linear@5": 0.8302032058429583,
|
48 |
+
"ndcg_linear@10": 0.8447880983394339,
|
49 |
+
"ndcg_exponential@1": 0.696,
|
50 |
+
"ndcg_exponential@5": 0.8302032058429583,
|
51 |
+
"ndcg_exponential@10": 0.8447880983394339,
|
52 |
+
"precision@1": 0.696,
|
53 |
+
"precision@5": 0.18720000000000003,
|
54 |
+
"precision@10": 0.09800000000000002,
|
55 |
+
"recall@1": 0.696,
|
56 |
+
"recall@5": 0.936,
|
57 |
+
"recall@10": 0.98,
|
58 |
+
"f1@1": 0.696,
|
59 |
+
"f1@5": 0.312,
|
60 |
+
"f1@10": 0.17818181818181816,
|
61 |
+
"map@1": 0.696,
|
62 |
+
"map@5": 0.7944166666666667,
|
63 |
+
"map@10": 0.8006468253968253,
|
64 |
+
"mrr@1": 0.696,
|
65 |
+
"mrr@5": 0.7944166666666667,
|
66 |
+
"mrr@10": 0.8006468253968253,
|
67 |
+
"num_pred": 1000,
|
68 |
+
"num_data": 1000
|
69 |
+
},
|
70 |
+
"HatefulMemes": {
|
71 |
+
"hit@1": 0.553,
|
72 |
+
"hit@5": 1.0,
|
73 |
+
"hit@10": 1.0,
|
74 |
+
"ndcg_linear@1": 0.553,
|
75 |
+
"ndcg_linear@5": 0.8350255998464416,
|
76 |
+
"ndcg_linear@10": 0.8350255998464416,
|
77 |
+
"ndcg_exponential@1": 0.553,
|
78 |
+
"ndcg_exponential@5": 0.8350255998464416,
|
79 |
+
"ndcg_exponential@10": 0.8350255998464416,
|
80 |
+
"precision@1": 0.553,
|
81 |
+
"precision@5": 0.20000000000000004,
|
82 |
+
"precision@10": 0.10000000000000002,
|
83 |
+
"recall@1": 0.553,
|
84 |
+
"recall@5": 1.0,
|
85 |
+
"recall@10": 1.0,
|
86 |
+
"f1@1": 0.553,
|
87 |
+
"f1@5": 0.3333333333333333,
|
88 |
+
"f1@10": 0.18181818181818182,
|
89 |
+
"map@1": 0.553,
|
90 |
+
"map@5": 0.7765,
|
91 |
+
"map@10": 0.7765,
|
92 |
+
"mrr@1": 0.553,
|
93 |
+
"mrr@5": 0.7765,
|
94 |
+
"mrr@10": 0.7765,
|
95 |
+
"num_pred": 1000,
|
96 |
+
"num_data": 1000
|
97 |
+
},
|
98 |
+
"VOC2007": {
|
99 |
+
"hit@1": 0.819,
|
100 |
+
"hit@5": 0.986,
|
101 |
+
"hit@10": 0.998,
|
102 |
+
"ndcg_linear@1": 0.819,
|
103 |
+
"ndcg_linear@5": 0.9116863481827936,
|
104 |
+
"ndcg_linear@10": 0.9156188892425885,
|
105 |
+
"ndcg_exponential@1": 0.819,
|
106 |
+
"ndcg_exponential@5": 0.9116863481827936,
|
107 |
+
"ndcg_exponential@10": 0.9156188892425885,
|
108 |
+
"precision@1": 0.819,
|
109 |
+
"precision@5": 0.19720000000000004,
|
110 |
+
"precision@10": 0.09980000000000001,
|
111 |
+
"recall@1": 0.819,
|
112 |
+
"recall@5": 0.986,
|
113 |
+
"recall@10": 0.998,
|
114 |
+
"f1@1": 0.819,
|
115 |
+
"f1@5": 0.32866666666666666,
|
116 |
+
"f1@10": 0.18145454545454545,
|
117 |
+
"map@1": 0.819,
|
118 |
+
"map@5": 0.88655,
|
119 |
+
"map@10": 0.8882007936507936,
|
120 |
+
"mrr@1": 0.819,
|
121 |
+
"mrr@5": 0.88655,
|
122 |
+
"mrr@10": 0.8882007936507936,
|
123 |
+
"num_pred": 1000,
|
124 |
+
"num_data": 1000
|
125 |
+
},
|
126 |
+
"SUN397": {
|
127 |
+
"hit@1": 0.688,
|
128 |
+
"hit@5": 0.93,
|
129 |
+
"hit@10": 0.965,
|
130 |
+
"ndcg_linear@1": 0.688,
|
131 |
+
"ndcg_linear@5": 0.8202475174934752,
|
132 |
+
"ndcg_linear@10": 0.8318159145977356,
|
133 |
+
"ndcg_exponential@1": 0.688,
|
134 |
+
"ndcg_exponential@5": 0.8202475174934752,
|
135 |
+
"ndcg_exponential@10": 0.8318159145977356,
|
136 |
+
"precision@1": 0.688,
|
137 |
+
"precision@5": 0.18600000000000003,
|
138 |
+
"precision@10": 0.09650000000000002,
|
139 |
+
"recall@1": 0.688,
|
140 |
+
"recall@5": 0.93,
|
141 |
+
"recall@10": 0.965,
|
142 |
+
"f1@1": 0.688,
|
143 |
+
"f1@5": 0.31,
|
144 |
+
"f1@10": 0.17545454545454545,
|
145 |
+
"map@1": 0.688,
|
146 |
+
"map@5": 0.7833833333333333,
|
147 |
+
"map@10": 0.7883051587301587,
|
148 |
+
"mrr@1": 0.688,
|
149 |
+
"mrr@5": 0.7833833333333333,
|
150 |
+
"mrr@10": 0.7883051587301587,
|
151 |
+
"num_pred": 1000,
|
152 |
+
"num_data": 1000
|
153 |
+
},
|
154 |
+
"Place365": {
|
155 |
+
"hit@1": 0.374,
|
156 |
+
"hit@5": 0.666,
|
157 |
+
"hit@10": 0.772,
|
158 |
+
"ndcg_linear@1": 0.374,
|
159 |
+
"ndcg_linear@5": 0.533665187139852,
|
160 |
+
"ndcg_linear@10": 0.5680651728262941,
|
161 |
+
"ndcg_exponential@1": 0.374,
|
162 |
+
"ndcg_exponential@5": 0.533665187139852,
|
163 |
+
"ndcg_exponential@10": 0.5680651728262941,
|
164 |
+
"precision@1": 0.374,
|
165 |
+
"precision@5": 0.13319999999999999,
|
166 |
+
"precision@10": 0.07719999999999999,
|
167 |
+
"recall@1": 0.374,
|
168 |
+
"recall@5": 0.666,
|
169 |
+
"recall@10": 0.772,
|
170 |
+
"f1@1": 0.374,
|
171 |
+
"f1@5": 0.22200000000000006,
|
172 |
+
"f1@10": 0.14036363636363638,
|
173 |
+
"map@1": 0.374,
|
174 |
+
"map@5": 0.48923333333333335,
|
175 |
+
"map@10": 0.5035107142857143,
|
176 |
+
"mrr@1": 0.374,
|
177 |
+
"mrr@5": 0.48923333333333335,
|
178 |
+
"mrr@10": 0.5035107142857143,
|
179 |
+
"num_pred": 1000,
|
180 |
+
"num_data": 1000
|
181 |
+
},
|
182 |
+
"ImageNet-A": {
|
183 |
+
"hit@1": 0.381,
|
184 |
+
"hit@5": 0.636,
|
185 |
+
"hit@10": 0.757,
|
186 |
+
"ndcg_linear@1": 0.381,
|
187 |
+
"ndcg_linear@5": 0.5131637610396987,
|
188 |
+
"ndcg_linear@10": 0.552865900560507,
|
189 |
+
"ndcg_exponential@1": 0.381,
|
190 |
+
"ndcg_exponential@5": 0.5131637610396987,
|
191 |
+
"ndcg_exponential@10": 0.552865900560507,
|
192 |
+
"precision@1": 0.381,
|
193 |
+
"precision@5": 0.12719999999999998,
|
194 |
+
"precision@10": 0.0757,
|
195 |
+
"recall@1": 0.381,
|
196 |
+
"recall@5": 0.636,
|
197 |
+
"recall@10": 0.757,
|
198 |
+
"f1@1": 0.381,
|
199 |
+
"f1@5": 0.21200000000000005,
|
200 |
+
"f1@10": 0.13763636363636367,
|
201 |
+
"map@1": 0.381,
|
202 |
+
"map@5": 0.47263333333333335,
|
203 |
+
"map@10": 0.48934841269841267,
|
204 |
+
"mrr@1": 0.381,
|
205 |
+
"mrr@5": 0.47263333333333335,
|
206 |
+
"mrr@10": 0.48934841269841267,
|
207 |
+
"num_pred": 1000,
|
208 |
+
"num_data": 1000
|
209 |
+
},
|
210 |
+
"ImageNet-R": {
|
211 |
+
"hit@1": 0.864,
|
212 |
+
"hit@5": 0.967,
|
213 |
+
"hit@10": 0.98,
|
214 |
+
"ndcg_linear@1": 0.864,
|
215 |
+
"ndcg_linear@5": 0.9226311407749492,
|
216 |
+
"ndcg_linear@10": 0.9269327520811728,
|
217 |
+
"ndcg_exponential@1": 0.864,
|
218 |
+
"ndcg_exponential@5": 0.9226311407749492,
|
219 |
+
"ndcg_exponential@10": 0.9269327520811728,
|
220 |
+
"precision@1": 0.864,
|
221 |
+
"precision@5": 0.19340000000000004,
|
222 |
+
"precision@10": 0.09800000000000002,
|
223 |
+
"recall@1": 0.864,
|
224 |
+
"recall@5": 0.967,
|
225 |
+
"recall@10": 0.98,
|
226 |
+
"f1@1": 0.864,
|
227 |
+
"f1@5": 0.32233333333333336,
|
228 |
+
"f1@10": 0.1781818181818182,
|
229 |
+
"map@1": 0.864,
|
230 |
+
"map@5": 0.9075166666666666,
|
231 |
+
"map@10": 0.9093460317460317,
|
232 |
+
"mrr@1": 0.864,
|
233 |
+
"mrr@5": 0.9075166666666666,
|
234 |
+
"mrr@10": 0.9093460317460317,
|
235 |
+
"num_pred": 1000,
|
236 |
+
"num_data": 1000
|
237 |
+
},
|
238 |
+
"ObjectNet": {
|
239 |
+
"hit@1": 0.51,
|
240 |
+
"hit@5": 0.741,
|
241 |
+
"hit@10": 0.823,
|
242 |
+
"ndcg_linear@1": 0.51,
|
243 |
+
"ndcg_linear@5": 0.6327668702767115,
|
244 |
+
"ndcg_linear@10": 0.6592410372023958,
|
245 |
+
"ndcg_exponential@1": 0.51,
|
246 |
+
"ndcg_exponential@5": 0.6327668702767115,
|
247 |
+
"ndcg_exponential@10": 0.6592410372023958,
|
248 |
+
"precision@1": 0.51,
|
249 |
+
"precision@5": 0.1482,
|
250 |
+
"precision@10": 0.0823,
|
251 |
+
"recall@1": 0.51,
|
252 |
+
"recall@5": 0.741,
|
253 |
+
"recall@10": 0.823,
|
254 |
+
"f1@1": 0.51,
|
255 |
+
"f1@5": 0.24700000000000005,
|
256 |
+
"f1@10": 0.14963636363636365,
|
257 |
+
"map@1": 0.51,
|
258 |
+
"map@5": 0.5967833333333333,
|
259 |
+
"map@10": 0.6076888888888888,
|
260 |
+
"mrr@1": 0.51,
|
261 |
+
"mrr@5": 0.5967833333333333,
|
262 |
+
"mrr@10": 0.6076888888888888,
|
263 |
+
"num_pred": 1000,
|
264 |
+
"num_data": 1000
|
265 |
+
},
|
266 |
+
"Country211": {
|
267 |
+
"hit@1": 0.113,
|
268 |
+
"hit@5": 0.28,
|
269 |
+
"hit@10": 0.415,
|
270 |
+
"ndcg_linear@1": 0.113,
|
271 |
+
"ndcg_linear@5": 0.19882186666317805,
|
272 |
+
"ndcg_linear@10": 0.2419518021666501,
|
273 |
+
"ndcg_exponential@1": 0.113,
|
274 |
+
"ndcg_exponential@5": 0.19882186666317805,
|
275 |
+
"ndcg_exponential@10": 0.2419518021666501,
|
276 |
+
"precision@1": 0.113,
|
277 |
+
"precision@5": 0.056,
|
278 |
+
"precision@10": 0.0415,
|
279 |
+
"recall@1": 0.113,
|
280 |
+
"recall@5": 0.28,
|
281 |
+
"recall@10": 0.415,
|
282 |
+
"f1@1": 0.113,
|
283 |
+
"f1@5": 0.09333333333333334,
|
284 |
+
"f1@10": 0.07545454545454547,
|
285 |
+
"map@1": 0.113,
|
286 |
+
"map@5": 0.17213333333333333,
|
287 |
+
"map@10": 0.1896234126984127,
|
288 |
+
"mrr@1": 0.113,
|
289 |
+
"mrr@5": 0.17213333333333333,
|
290 |
+
"mrr@10": 0.1896234126984127,
|
291 |
+
"num_pred": 1000,
|
292 |
+
"num_data": 1000
|
293 |
+
},
|
294 |
+
"OK-VQA": {
|
295 |
+
"hit@1": 0.471,
|
296 |
+
"hit@5": 0.743,
|
297 |
+
"hit@10": 0.819,
|
298 |
+
"ndcg_linear@1": 0.471,
|
299 |
+
"ndcg_linear@5": 0.6205839914661038,
|
300 |
+
"ndcg_linear@10": 0.6449168077618873,
|
301 |
+
"ndcg_exponential@1": 0.471,
|
302 |
+
"ndcg_exponential@5": 0.6205839914661038,
|
303 |
+
"ndcg_exponential@10": 0.6449168077618873,
|
304 |
+
"precision@1": 0.471,
|
305 |
+
"precision@5": 0.14859999999999998,
|
306 |
+
"precision@10": 0.0819,
|
307 |
+
"recall@1": 0.471,
|
308 |
+
"recall@5": 0.743,
|
309 |
+
"recall@10": 0.819,
|
310 |
+
"f1@1": 0.471,
|
311 |
+
"f1@5": 0.2476666666666667,
|
312 |
+
"f1@10": 0.14890909090909094,
|
313 |
+
"map@1": 0.471,
|
314 |
+
"map@5": 0.5794000000000001,
|
315 |
+
"map@10": 0.5893003968253968,
|
316 |
+
"mrr@1": 0.471,
|
317 |
+
"mrr@5": 0.5794000000000001,
|
318 |
+
"mrr@10": 0.5893003968253968,
|
319 |
+
"num_pred": 1000,
|
320 |
+
"num_data": 1000
|
321 |
+
},
|
322 |
+
"A-OKVQA": {
|
323 |
+
"hit@1": 0.43,
|
324 |
+
"hit@5": 0.765,
|
325 |
+
"hit@10": 0.856,
|
326 |
+
"ndcg_linear@1": 0.43,
|
327 |
+
"ndcg_linear@5": 0.6084647757389733,
|
328 |
+
"ndcg_linear@10": 0.6384505140272806,
|
329 |
+
"ndcg_exponential@1": 0.43,
|
330 |
+
"ndcg_exponential@5": 0.6084647757389733,
|
331 |
+
"ndcg_exponential@10": 0.6384505140272806,
|
332 |
+
"precision@1": 0.43,
|
333 |
+
"precision@5": 0.153,
|
334 |
+
"precision@10": 0.0856,
|
335 |
+
"recall@1": 0.43,
|
336 |
+
"recall@5": 0.765,
|
337 |
+
"recall@10": 0.856,
|
338 |
+
"f1@1": 0.43,
|
339 |
+
"f1@5": 0.25500000000000006,
|
340 |
+
"f1@10": 0.15563636363636366,
|
341 |
+
"map@1": 0.43,
|
342 |
+
"map@5": 0.5563499999999999,
|
343 |
+
"map@10": 0.5690484126984127,
|
344 |
+
"mrr@1": 0.43,
|
345 |
+
"mrr@5": 0.5563499999999999,
|
346 |
+
"mrr@10": 0.5690484126984127,
|
347 |
+
"num_pred": 1000,
|
348 |
+
"num_data": 1000
|
349 |
+
},
|
350 |
+
"DocVQA": {
|
351 |
+
"hit@1": 0.606,
|
352 |
+
"hit@5": 0.801,
|
353 |
+
"hit@10": 0.865,
|
354 |
+
"ndcg_linear@1": 0.606,
|
355 |
+
"ndcg_linear@5": 0.7119701446771444,
|
356 |
+
"ndcg_linear@10": 0.7329055118032948,
|
357 |
+
"ndcg_exponential@1": 0.606,
|
358 |
+
"ndcg_exponential@5": 0.7119701446771444,
|
359 |
+
"ndcg_exponential@10": 0.7329055118032948,
|
360 |
+
"precision@1": 0.606,
|
361 |
+
"precision@5": 0.16019999999999998,
|
362 |
+
"precision@10": 0.0865,
|
363 |
+
"recall@1": 0.606,
|
364 |
+
"recall@5": 0.801,
|
365 |
+
"recall@10": 0.865,
|
366 |
+
"f1@1": 0.606,
|
367 |
+
"f1@5": 0.267,
|
368 |
+
"f1@10": 0.1572727272727273,
|
369 |
+
"map@1": 0.606,
|
370 |
+
"map@5": 0.6821499999999999,
|
371 |
+
"map@10": 0.690936507936508,
|
372 |
+
"mrr@1": 0.606,
|
373 |
+
"mrr@5": 0.6821499999999999,
|
374 |
+
"mrr@10": 0.690936507936508,
|
375 |
+
"num_pred": 1000,
|
376 |
+
"num_data": 1000
|
377 |
+
},
|
378 |
+
"InfographicsVQA": {
|
379 |
+
"hit@1": 0.302,
|
380 |
+
"hit@5": 0.561,
|
381 |
+
"hit@10": 0.68,
|
382 |
+
"ndcg_linear@1": 0.302,
|
383 |
+
"ndcg_linear@5": 0.4395725796591887,
|
384 |
+
"ndcg_linear@10": 0.4779507472071359,
|
385 |
+
"ndcg_exponential@1": 0.302,
|
386 |
+
"ndcg_exponential@5": 0.4395725796591887,
|
387 |
+
"ndcg_exponential@10": 0.4779507472071359,
|
388 |
+
"precision@1": 0.302,
|
389 |
+
"precision@5": 0.1122,
|
390 |
+
"precision@10": 0.06799999999999999,
|
391 |
+
"recall@1": 0.302,
|
392 |
+
"recall@5": 0.561,
|
393 |
+
"recall@10": 0.68,
|
394 |
+
"f1@1": 0.302,
|
395 |
+
"f1@5": 0.18700000000000006,
|
396 |
+
"f1@10": 0.12363636363636366,
|
397 |
+
"map@1": 0.302,
|
398 |
+
"map@5": 0.39918333333333333,
|
399 |
+
"map@10": 0.41496309523809527,
|
400 |
+
"mrr@1": 0.302,
|
401 |
+
"mrr@5": 0.39918333333333333,
|
402 |
+
"mrr@10": 0.41496309523809527,
|
403 |
+
"num_pred": 1000,
|
404 |
+
"num_data": 1000
|
405 |
+
},
|
406 |
+
"ChartQA": {
|
407 |
+
"hit@1": 0.327,
|
408 |
+
"hit@5": 0.56,
|
409 |
+
"hit@10": 0.653,
|
410 |
+
"ndcg_linear@1": 0.327,
|
411 |
+
"ndcg_linear@5": 0.45422131944833777,
|
412 |
+
"ndcg_linear@10": 0.483783057374656,
|
413 |
+
"ndcg_exponential@1": 0.327,
|
414 |
+
"ndcg_exponential@5": 0.45422131944833777,
|
415 |
+
"ndcg_exponential@10": 0.483783057374656,
|
416 |
+
"precision@1": 0.327,
|
417 |
+
"precision@5": 0.112,
|
418 |
+
"precision@10": 0.0653,
|
419 |
+
"recall@1": 0.327,
|
420 |
+
"recall@5": 0.56,
|
421 |
+
"recall@10": 0.653,
|
422 |
+
"f1@1": 0.327,
|
423 |
+
"f1@5": 0.1866666666666667,
|
424 |
+
"f1@10": 0.11872727272727274,
|
425 |
+
"map@1": 0.327,
|
426 |
+
"map@5": 0.4187666666666667,
|
427 |
+
"map@10": 0.4306710317460318,
|
428 |
+
"mrr@1": 0.327,
|
429 |
+
"mrr@5": 0.4187666666666667,
|
430 |
+
"mrr@10": 0.4306710317460318,
|
431 |
+
"num_pred": 1000,
|
432 |
+
"num_data": 1000
|
433 |
+
},
|
434 |
+
"Visual7W": {
|
435 |
+
"hit@1": 0.489,
|
436 |
+
"hit@5": 0.823,
|
437 |
+
"hit@10": 0.906,
|
438 |
+
"ndcg_linear@1": 0.489,
|
439 |
+
"ndcg_linear@5": 0.6711474829525325,
|
440 |
+
"ndcg_linear@10": 0.6987320723845273,
|
441 |
+
"ndcg_exponential@1": 0.489,
|
442 |
+
"ndcg_exponential@5": 0.6711474829525325,
|
443 |
+
"ndcg_exponential@10": 0.6987320723845273,
|
444 |
+
"precision@1": 0.489,
|
445 |
+
"precision@5": 0.16460000000000002,
|
446 |
+
"precision@10": 0.09060000000000001,
|
447 |
+
"recall@1": 0.489,
|
448 |
+
"recall@5": 0.823,
|
449 |
+
"recall@10": 0.906,
|
450 |
+
"f1@1": 0.489,
|
451 |
+
"f1@5": 0.2743333333333334,
|
452 |
+
"f1@10": 0.16472727272727272,
|
453 |
+
"map@1": 0.489,
|
454 |
+
"map@5": 0.62025,
|
455 |
+
"map@10": 0.6320670634920635,
|
456 |
+
"mrr@1": 0.489,
|
457 |
+
"mrr@5": 0.62025,
|
458 |
+
"mrr@10": 0.6320670634920635,
|
459 |
+
"num_pred": 1000,
|
460 |
+
"num_data": 1000
|
461 |
+
},
|
462 |
+
"ScienceQA": {
|
463 |
+
"hit@1": 0.397,
|
464 |
+
"hit@5": 0.732,
|
465 |
+
"hit@10": 0.853,
|
466 |
+
"ndcg_linear@1": 0.397,
|
467 |
+
"ndcg_linear@5": 0.581183616372723,
|
468 |
+
"ndcg_linear@10": 0.6205308292162922,
|
469 |
+
"ndcg_exponential@1": 0.397,
|
470 |
+
"ndcg_exponential@5": 0.581183616372723,
|
471 |
+
"ndcg_exponential@10": 0.6205308292162922,
|
472 |
+
"precision@1": 0.397,
|
473 |
+
"precision@5": 0.14639999999999997,
|
474 |
+
"precision@10": 0.0853,
|
475 |
+
"recall@1": 0.397,
|
476 |
+
"recall@5": 0.732,
|
477 |
+
"recall@10": 0.853,
|
478 |
+
"f1@1": 0.397,
|
479 |
+
"f1@5": 0.24400000000000002,
|
480 |
+
"f1@10": 0.15509090909090908,
|
481 |
+
"map@1": 0.397,
|
482 |
+
"map@5": 0.5305,
|
483 |
+
"map@10": 0.5468654761904762,
|
484 |
+
"mrr@1": 0.397,
|
485 |
+
"mrr@5": 0.5305,
|
486 |
+
"mrr@10": 0.5468654761904762,
|
487 |
+
"num_pred": 1000,
|
488 |
+
"num_data": 1000
|
489 |
+
},
|
490 |
+
"VizWiz": {
|
491 |
+
"hit@1": 0.389,
|
492 |
+
"hit@5": 0.588,
|
493 |
+
"hit@10": 0.645,
|
494 |
+
"ndcg_linear@1": 0.389,
|
495 |
+
"ndcg_linear@5": 0.49854184321894696,
|
496 |
+
"ndcg_linear@10": 0.5172748732379273,
|
497 |
+
"ndcg_exponential@1": 0.389,
|
498 |
+
"ndcg_exponential@5": 0.49854184321894696,
|
499 |
+
"ndcg_exponential@10": 0.5172748732379273,
|
500 |
+
"precision@1": 0.389,
|
501 |
+
"precision@5": 0.1176,
|
502 |
+
"precision@10": 0.0645,
|
503 |
+
"recall@1": 0.389,
|
504 |
+
"recall@5": 0.588,
|
505 |
+
"recall@10": 0.645,
|
506 |
+
"f1@1": 0.389,
|
507 |
+
"f1@5": 0.19600000000000006,
|
508 |
+
"f1@10": 0.11727272727272729,
|
509 |
+
"map@1": 0.389,
|
510 |
+
"map@5": 0.4684666666666667,
|
511 |
+
"map@10": 0.4763678571428571,
|
512 |
+
"mrr@1": 0.389,
|
513 |
+
"mrr@5": 0.4684666666666667,
|
514 |
+
"mrr@10": 0.4763678571428571,
|
515 |
+
"num_pred": 1000,
|
516 |
+
"num_data": 1000
|
517 |
+
},
|
518 |
+
"GQA": {
|
519 |
+
"hit@1": 0.521,
|
520 |
+
"hit@5": 0.782,
|
521 |
+
"hit@10": 0.861,
|
522 |
+
"ndcg_linear@1": 0.521,
|
523 |
+
"ndcg_linear@5": 0.6622154091193534,
|
524 |
+
"ndcg_linear@10": 0.6877993884434505,
|
525 |
+
"ndcg_exponential@1": 0.521,
|
526 |
+
"ndcg_exponential@5": 0.6622154091193534,
|
527 |
+
"ndcg_exponential@10": 0.6877993884434505,
|
528 |
+
"precision@1": 0.521,
|
529 |
+
"precision@5": 0.1564,
|
530 |
+
"precision@10": 0.0861,
|
531 |
+
"recall@1": 0.521,
|
532 |
+
"recall@5": 0.782,
|
533 |
+
"recall@10": 0.861,
|
534 |
+
"f1@1": 0.521,
|
535 |
+
"f1@5": 0.26066666666666677,
|
536 |
+
"f1@10": 0.15654545454545457,
|
537 |
+
"map@1": 0.521,
|
538 |
+
"map@5": 0.6221500000000001,
|
539 |
+
"map@10": 0.6327376984126983,
|
540 |
+
"mrr@1": 0.521,
|
541 |
+
"mrr@5": 0.6221500000000001,
|
542 |
+
"mrr@10": 0.6327376984126983,
|
543 |
+
"num_pred": 1000,
|
544 |
+
"num_data": 1000
|
545 |
+
},
|
546 |
+
"TextVQA": {
|
547 |
+
"hit@1": 0.596,
|
548 |
+
"hit@5": 0.749,
|
549 |
+
"hit@10": 0.81,
|
550 |
+
"ndcg_linear@1": 0.596,
|
551 |
+
"ndcg_linear@5": 0.6791045835353289,
|
552 |
+
"ndcg_linear@10": 0.6989784474672172,
|
553 |
+
"ndcg_exponential@1": 0.596,
|
554 |
+
"ndcg_exponential@5": 0.6791045835353289,
|
555 |
+
"ndcg_exponential@10": 0.6989784474672172,
|
556 |
+
"precision@1": 0.596,
|
557 |
+
"precision@5": 0.1498,
|
558 |
+
"precision@10": 0.081,
|
559 |
+
"recall@1": 0.596,
|
560 |
+
"recall@5": 0.749,
|
561 |
+
"recall@10": 0.81,
|
562 |
+
"f1@1": 0.596,
|
563 |
+
"f1@5": 0.24966666666666673,
|
564 |
+
"f1@10": 0.14727272727272725,
|
565 |
+
"map@1": 0.596,
|
566 |
+
"map@5": 0.6556833333333334,
|
567 |
+
"map@10": 0.6639726190476191,
|
568 |
+
"mrr@1": 0.596,
|
569 |
+
"mrr@5": 0.6556833333333334,
|
570 |
+
"mrr@10": 0.6639726190476191,
|
571 |
+
"num_pred": 1000,
|
572 |
+
"num_data": 1000
|
573 |
+
},
|
574 |
+
"VisDial": {
|
575 |
+
"hit@1": 0.684,
|
576 |
+
"hit@5": 0.908,
|
577 |
+
"hit@10": 0.957,
|
578 |
+
"ndcg_linear@1": 0.684,
|
579 |
+
"ndcg_linear@5": 0.8066964919868043,
|
580 |
+
"ndcg_linear@10": 0.8224311182586269,
|
581 |
+
"ndcg_exponential@1": 0.684,
|
582 |
+
"ndcg_exponential@5": 0.8066964919868043,
|
583 |
+
"ndcg_exponential@10": 0.8224311182586269,
|
584 |
+
"precision@1": 0.684,
|
585 |
+
"precision@5": 0.18159999999999998,
|
586 |
+
"precision@10": 0.09570000000000002,
|
587 |
+
"recall@1": 0.684,
|
588 |
+
"recall@5": 0.908,
|
589 |
+
"recall@10": 0.957,
|
590 |
+
"f1@1": 0.684,
|
591 |
+
"f1@5": 0.3026666666666667,
|
592 |
+
"f1@10": 0.174,
|
593 |
+
"map@1": 0.684,
|
594 |
+
"map@5": 0.7726333333333333,
|
595 |
+
"map@10": 0.7790571428571428,
|
596 |
+
"mrr@1": 0.684,
|
597 |
+
"mrr@5": 0.7726333333333333,
|
598 |
+
"mrr@10": 0.7790571428571428,
|
599 |
+
"num_pred": 1000,
|
600 |
+
"num_data": 1000
|
601 |
+
},
|
602 |
+
"CIRR": {
|
603 |
+
"hit@1": 0.434,
|
604 |
+
"hit@5": 0.824,
|
605 |
+
"hit@10": 0.895,
|
606 |
+
"ndcg_linear@1": 0.434,
|
607 |
+
"ndcg_linear@5": 0.6455437557603705,
|
608 |
+
"ndcg_linear@10": 0.6684152547365758,
|
609 |
+
"ndcg_exponential@1": 0.434,
|
610 |
+
"ndcg_exponential@5": 0.6455437557603705,
|
611 |
+
"ndcg_exponential@10": 0.6684152547365758,
|
612 |
+
"precision@1": 0.434,
|
613 |
+
"precision@5": 0.1648,
|
614 |
+
"precision@10": 0.0895,
|
615 |
+
"recall@1": 0.434,
|
616 |
+
"recall@5": 0.824,
|
617 |
+
"recall@10": 0.895,
|
618 |
+
"f1@1": 0.434,
|
619 |
+
"f1@5": 0.2746666666666667,
|
620 |
+
"f1@10": 0.16272727272727272,
|
621 |
+
"map@1": 0.434,
|
622 |
+
"map@5": 0.5857833333333333,
|
623 |
+
"map@10": 0.5951801587301586,
|
624 |
+
"mrr@1": 0.434,
|
625 |
+
"mrr@5": 0.5857833333333333,
|
626 |
+
"mrr@10": 0.5951801587301586,
|
627 |
+
"num_pred": 1000,
|
628 |
+
"num_data": 1000
|
629 |
+
},
|
630 |
+
"VisualNews_t2i": {
|
631 |
+
"hit@1": 0.584,
|
632 |
+
"hit@5": 0.795,
|
633 |
+
"hit@10": 0.849,
|
634 |
+
"ndcg_linear@1": 0.584,
|
635 |
+
"ndcg_linear@5": 0.6997420964144451,
|
636 |
+
"ndcg_linear@10": 0.7171442614317587,
|
637 |
+
"ndcg_exponential@1": 0.584,
|
638 |
+
"ndcg_exponential@5": 0.6997420964144451,
|
639 |
+
"ndcg_exponential@10": 0.7171442614317587,
|
640 |
+
"precision@1": 0.584,
|
641 |
+
"precision@5": 0.159,
|
642 |
+
"precision@10": 0.0849,
|
643 |
+
"recall@1": 0.584,
|
644 |
+
"recall@5": 0.795,
|
645 |
+
"recall@10": 0.849,
|
646 |
+
"f1@1": 0.584,
|
647 |
+
"f1@5": 0.265,
|
648 |
+
"f1@10": 0.15436363636363637,
|
649 |
+
"map@1": 0.584,
|
650 |
+
"map@5": 0.6677166666666667,
|
651 |
+
"map@10": 0.6748642857142858,
|
652 |
+
"mrr@1": 0.584,
|
653 |
+
"mrr@5": 0.6677166666666667,
|
654 |
+
"mrr@10": 0.6748642857142858,
|
655 |
+
"num_pred": 1000,
|
656 |
+
"num_data": 1000
|
657 |
+
},
|
658 |
+
"VisualNews_i2t": {
|
659 |
+
"hit@1": 0.61,
|
660 |
+
"hit@5": 0.821,
|
661 |
+
"hit@10": 0.863,
|
662 |
+
"ndcg_linear@1": 0.61,
|
663 |
+
"ndcg_linear@5": 0.7264204380720928,
|
664 |
+
"ndcg_linear@10": 0.7401920839166262,
|
665 |
+
"ndcg_exponential@1": 0.61,
|
666 |
+
"ndcg_exponential@5": 0.7264204380720928,
|
667 |
+
"ndcg_exponential@10": 0.7401920839166262,
|
668 |
+
"precision@1": 0.61,
|
669 |
+
"precision@5": 0.16419999999999998,
|
670 |
+
"precision@10": 0.08630000000000002,
|
671 |
+
"recall@1": 0.61,
|
672 |
+
"recall@5": 0.821,
|
673 |
+
"recall@10": 0.863,
|
674 |
+
"f1@1": 0.61,
|
675 |
+
"f1@5": 0.2736666666666667,
|
676 |
+
"f1@10": 0.15690909090909094,
|
677 |
+
"map@1": 0.61,
|
678 |
+
"map@5": 0.6945333333333333,
|
679 |
+
"map@10": 0.7003242063492064,
|
680 |
+
"mrr@1": 0.61,
|
681 |
+
"mrr@5": 0.6945333333333333,
|
682 |
+
"mrr@10": 0.7003242063492064,
|
683 |
+
"num_pred": 1000,
|
684 |
+
"num_data": 1000
|
685 |
+
},
|
686 |
+
"MSCOCO_t2i": {
|
687 |
+
"hit@1": 0.664,
|
688 |
+
"hit@5": 0.901,
|
689 |
+
"hit@10": 0.953,
|
690 |
+
"ndcg_linear@1": 0.664,
|
691 |
+
"ndcg_linear@5": 0.7951171560384823,
|
692 |
+
"ndcg_linear@10": 0.812013787687944,
|
693 |
+
"ndcg_exponential@1": 0.664,
|
694 |
+
"ndcg_exponential@5": 0.7951171560384823,
|
695 |
+
"ndcg_exponential@10": 0.812013787687944,
|
696 |
+
"precision@1": 0.664,
|
697 |
+
"precision@5": 0.18020000000000005,
|
698 |
+
"precision@10": 0.09530000000000001,
|
699 |
+
"recall@1": 0.664,
|
700 |
+
"recall@5": 0.901,
|
701 |
+
"recall@10": 0.953,
|
702 |
+
"f1@1": 0.664,
|
703 |
+
"f1@5": 0.3003333333333334,
|
704 |
+
"f1@10": 0.17327272727272727,
|
705 |
+
"map@1": 0.664,
|
706 |
+
"map@5": 0.7594000000000001,
|
707 |
+
"map@10": 0.7664178571428572,
|
708 |
+
"mrr@1": 0.664,
|
709 |
+
"mrr@5": 0.7594000000000001,
|
710 |
+
"mrr@10": 0.7664178571428572,
|
711 |
+
"num_pred": 1000,
|
712 |
+
"num_data": 1000
|
713 |
+
},
|
714 |
+
"MSCOCO_i2t": {
|
715 |
+
"hit@1": 0.632,
|
716 |
+
"hit@5": 0.904,
|
717 |
+
"hit@10": 0.965,
|
718 |
+
"ndcg_linear@1": 0.632,
|
719 |
+
"ndcg_linear@5": 0.7796733928449501,
|
720 |
+
"ndcg_linear@10": 0.7996460551910625,
|
721 |
+
"ndcg_exponential@1": 0.632,
|
722 |
+
"ndcg_exponential@5": 0.7796733928449501,
|
723 |
+
"ndcg_exponential@10": 0.7996460551910625,
|
724 |
+
"precision@1": 0.632,
|
725 |
+
"precision@5": 0.18080000000000002,
|
726 |
+
"precision@10": 0.09650000000000003,
|
727 |
+
"recall@1": 0.632,
|
728 |
+
"recall@5": 0.904,
|
729 |
+
"recall@10": 0.965,
|
730 |
+
"f1@1": 0.632,
|
731 |
+
"f1@5": 0.3013333333333334,
|
732 |
+
"f1@10": 0.17545454545454545,
|
733 |
+
"map@1": 0.632,
|
734 |
+
"map@5": 0.738,
|
735 |
+
"map@10": 0.7463833333333332,
|
736 |
+
"mrr@1": 0.632,
|
737 |
+
"mrr@5": 0.738,
|
738 |
+
"mrr@10": 0.7463833333333332,
|
739 |
+
"num_pred": 1000,
|
740 |
+
"num_data": 1000
|
741 |
+
},
|
742 |
+
"NIGHTS": {
|
743 |
+
"hit@1": 0.638,
|
744 |
+
"hit@5": 0.964,
|
745 |
+
"hit@10": 0.988,
|
746 |
+
"ndcg_linear@1": 0.638,
|
747 |
+
"ndcg_linear@5": 0.8226590261651947,
|
748 |
+
"ndcg_linear@10": 0.8304592503932356,
|
749 |
+
"ndcg_exponential@1": 0.638,
|
750 |
+
"ndcg_exponential@5": 0.8226590261651947,
|
751 |
+
"ndcg_exponential@10": 0.8304592503932356,
|
752 |
+
"precision@1": 0.638,
|
753 |
+
"precision@5": 0.1928,
|
754 |
+
"precision@10": 0.09880000000000001,
|
755 |
+
"recall@1": 0.638,
|
756 |
+
"recall@5": 0.964,
|
757 |
+
"recall@10": 0.988,
|
758 |
+
"f1@1": 0.638,
|
759 |
+
"f1@5": 0.32133333333333336,
|
760 |
+
"f1@10": 0.17963636363636362,
|
761 |
+
"map@1": 0.638,
|
762 |
+
"map@5": 0.7745666666666666,
|
763 |
+
"map@10": 0.7778099206349207,
|
764 |
+
"mrr@1": 0.638,
|
765 |
+
"mrr@5": 0.7745666666666666,
|
766 |
+
"mrr@10": 0.7778099206349207,
|
767 |
+
"num_pred": 1000,
|
768 |
+
"num_data": 1000
|
769 |
+
},
|
770 |
+
"WebQA": {
|
771 |
+
"hit@1": 0.8,
|
772 |
+
"hit@5": 0.951,
|
773 |
+
"hit@10": 0.973,
|
774 |
+
"ndcg_linear@1": 0.8,
|
775 |
+
"ndcg_linear@5": 0.8869151745233051,
|
776 |
+
"ndcg_linear@10": 0.8939905038709002,
|
777 |
+
"ndcg_exponential@1": 0.8,
|
778 |
+
"ndcg_exponential@5": 0.8869151745233051,
|
779 |
+
"ndcg_exponential@10": 0.8939905038709002,
|
780 |
+
"precision@1": 0.8,
|
781 |
+
"precision@5": 0.19020000000000004,
|
782 |
+
"precision@10": 0.09730000000000001,
|
783 |
+
"recall@1": 0.8,
|
784 |
+
"recall@5": 0.951,
|
785 |
+
"recall@10": 0.973,
|
786 |
+
"f1@1": 0.8,
|
787 |
+
"f1@5": 0.317,
|
788 |
+
"f1@10": 0.17690909090909088,
|
789 |
+
"map@1": 0.8,
|
790 |
+
"map@5": 0.8649833333333333,
|
791 |
+
"map@10": 0.8678785714285714,
|
792 |
+
"mrr@1": 0.8,
|
793 |
+
"mrr@5": 0.8649833333333333,
|
794 |
+
"mrr@10": 0.8678785714285714,
|
795 |
+
"num_pred": 1000,
|
796 |
+
"num_data": 1000
|
797 |
+
},
|
798 |
+
"FashionIQ": {
|
799 |
+
"hit@1": 0.233,
|
800 |
+
"hit@5": 0.482,
|
801 |
+
"hit@10": 0.604,
|
802 |
+
"ndcg_linear@1": 0.233,
|
803 |
+
"ndcg_linear@5": 0.3625393092385522,
|
804 |
+
"ndcg_linear@10": 0.4024753105830844,
|
805 |
+
"ndcg_exponential@1": 0.233,
|
806 |
+
"ndcg_exponential@5": 0.3625393092385522,
|
807 |
+
"ndcg_exponential@10": 0.4024753105830844,
|
808 |
+
"precision@1": 0.233,
|
809 |
+
"precision@5": 0.0964,
|
810 |
+
"precision@10": 0.06039999999999999,
|
811 |
+
"recall@1": 0.233,
|
812 |
+
"recall@5": 0.482,
|
813 |
+
"recall@10": 0.604,
|
814 |
+
"f1@1": 0.233,
|
815 |
+
"f1@5": 0.1606666666666667,
|
816 |
+
"f1@10": 0.10981818181818184,
|
817 |
+
"map@1": 0.233,
|
818 |
+
"map@5": 0.32308333333333333,
|
819 |
+
"map@10": 0.3398515873015873,
|
820 |
+
"mrr@1": 0.233,
|
821 |
+
"mrr@5": 0.32308333333333333,
|
822 |
+
"mrr@10": 0.3398515873015873,
|
823 |
+
"num_pred": 1000,
|
824 |
+
"num_data": 1000
|
825 |
+
},
|
826 |
+
"Wiki-SS-NQ": {
|
827 |
+
"hit@1": 0.464,
|
828 |
+
"hit@5": 0.709,
|
829 |
+
"hit@10": 0.764,
|
830 |
+
"ndcg_linear@1": 0.464,
|
831 |
+
"ndcg_linear@5": 0.5977936895445566,
|
832 |
+
"ndcg_linear@10": 0.615520788248635,
|
833 |
+
"ndcg_exponential@1": 0.464,
|
834 |
+
"ndcg_exponential@5": 0.5977936895445566,
|
835 |
+
"ndcg_exponential@10": 0.615520788248635,
|
836 |
+
"precision@1": 0.464,
|
837 |
+
"precision@5": 0.14179999999999998,
|
838 |
+
"precision@10": 0.07640000000000001,
|
839 |
+
"recall@1": 0.464,
|
840 |
+
"recall@5": 0.709,
|
841 |
+
"recall@10": 0.764,
|
842 |
+
"f1@1": 0.464,
|
843 |
+
"f1@5": 0.23633333333333337,
|
844 |
+
"f1@10": 0.13890909090909093,
|
845 |
+
"map@1": 0.464,
|
846 |
+
"map@5": 0.5604666666666667,
|
847 |
+
"map@10": 0.5677507936507936,
|
848 |
+
"mrr@1": 0.464,
|
849 |
+
"mrr@5": 0.5604666666666667,
|
850 |
+
"mrr@10": 0.5677507936507936,
|
851 |
+
"num_pred": 1000,
|
852 |
+
"num_data": 1000
|
853 |
+
},
|
854 |
+
"OVEN": {
|
855 |
+
"hit@1": 0.524,
|
856 |
+
"hit@5": 0.774,
|
857 |
+
"hit@10": 0.866,
|
858 |
+
"ndcg_linear@1": 0.524,
|
859 |
+
"ndcg_linear@5": 0.6595117246257225,
|
860 |
+
"ndcg_linear@10": 0.6893680494257749,
|
861 |
+
"ndcg_exponential@1": 0.524,
|
862 |
+
"ndcg_exponential@5": 0.6595117246257225,
|
863 |
+
"ndcg_exponential@10": 0.6893680494257749,
|
864 |
+
"precision@1": 0.524,
|
865 |
+
"precision@5": 0.15480000000000002,
|
866 |
+
"precision@10": 0.08660000000000001,
|
867 |
+
"recall@1": 0.524,
|
868 |
+
"recall@5": 0.774,
|
869 |
+
"recall@10": 0.866,
|
870 |
+
"f1@1": 0.524,
|
871 |
+
"f1@5": 0.25800000000000006,
|
872 |
+
"f1@10": 0.15745454545454546,
|
873 |
+
"map@1": 0.524,
|
874 |
+
"map@5": 0.6212333333333333,
|
875 |
+
"map@10": 0.6336130952380952,
|
876 |
+
"mrr@1": 0.524,
|
877 |
+
"mrr@5": 0.6212333333333333,
|
878 |
+
"mrr@10": 0.6336130952380952,
|
879 |
+
"num_pred": 1000,
|
880 |
+
"num_data": 1000
|
881 |
+
},
|
882 |
+
"EDIS": {
|
883 |
+
"hit@1": 0.639,
|
884 |
+
"hit@5": 0.848,
|
885 |
+
"hit@10": 0.915,
|
886 |
+
"ndcg_linear@1": 0.639,
|
887 |
+
"ndcg_linear@5": 0.7509706855009514,
|
888 |
+
"ndcg_linear@10": 0.772939505070956,
|
889 |
+
"ndcg_exponential@1": 0.639,
|
890 |
+
"ndcg_exponential@5": 0.7509706855009514,
|
891 |
+
"ndcg_exponential@10": 0.772939505070956,
|
892 |
+
"precision@1": 0.639,
|
893 |
+
"precision@5": 0.16960000000000003,
|
894 |
+
"precision@10": 0.09150000000000001,
|
895 |
+
"recall@1": 0.639,
|
896 |
+
"recall@5": 0.848,
|
897 |
+
"recall@10": 0.915,
|
898 |
+
"f1@1": 0.639,
|
899 |
+
"f1@5": 0.28266666666666673,
|
900 |
+
"f1@10": 0.16636363636363638,
|
901 |
+
"map@1": 0.639,
|
902 |
+
"map@5": 0.7186166666666667,
|
903 |
+
"map@10": 0.727859126984127,
|
904 |
+
"mrr@1": 0.639,
|
905 |
+
"mrr@5": 0.7186166666666667,
|
906 |
+
"mrr@10": 0.727859126984127,
|
907 |
+
"num_pred": 1000,
|
908 |
+
"num_data": 1000
|
909 |
+
},
|
910 |
+
"MSCOCO": {
|
911 |
+
"hit@1": 0.631,
|
912 |
+
"hit@5": 0.827,
|
913 |
+
"hit@10": 0.877,
|
914 |
+
"ndcg_linear@1": 0.631,
|
915 |
+
"ndcg_linear@5": 0.7366958968885922,
|
916 |
+
"ndcg_linear@10": 0.7528424495234421,
|
917 |
+
"ndcg_exponential@1": 0.631,
|
918 |
+
"ndcg_exponential@5": 0.7366958968885922,
|
919 |
+
"ndcg_exponential@10": 0.7528424495234421,
|
920 |
+
"precision@1": 0.631,
|
921 |
+
"precision@5": 0.16540000000000002,
|
922 |
+
"precision@10": 0.08770000000000001,
|
923 |
+
"recall@1": 0.631,
|
924 |
+
"recall@5": 0.827,
|
925 |
+
"recall@10": 0.877,
|
926 |
+
"f1@1": 0.631,
|
927 |
+
"f1@5": 0.2756666666666667,
|
928 |
+
"f1@10": 0.15945454545454543,
|
929 |
+
"map@1": 0.631,
|
930 |
+
"map@5": 0.7065833333333332,
|
931 |
+
"map@10": 0.7132297619047618,
|
932 |
+
"mrr@1": 0.631,
|
933 |
+
"mrr@5": 0.7065833333333332,
|
934 |
+
"mrr@10": 0.7132297619047618,
|
935 |
+
"num_pred": 1000,
|
936 |
+
"num_data": 1000
|
937 |
+
},
|
938 |
+
"RefCOCO": {
|
939 |
+
"hit@1": 0.766,
|
940 |
+
"hit@5": 0.953,
|
941 |
+
"hit@10": 0.977,
|
942 |
+
"ndcg_linear@1": 0.766,
|
943 |
+
"ndcg_linear@5": 0.87427069703423,
|
944 |
+
"ndcg_linear@10": 0.8819078593997144,
|
945 |
+
"ndcg_exponential@1": 0.766,
|
946 |
+
"ndcg_exponential@5": 0.87427069703423,
|
947 |
+
"ndcg_exponential@10": 0.8819078593997144,
|
948 |
+
"precision@1": 0.766,
|
949 |
+
"precision@5": 0.19060000000000002,
|
950 |
+
"precision@10": 0.09770000000000002,
|
951 |
+
"recall@1": 0.766,
|
952 |
+
"recall@5": 0.953,
|
953 |
+
"recall@10": 0.977,
|
954 |
+
"f1@1": 0.766,
|
955 |
+
"f1@5": 0.3176666666666667,
|
956 |
+
"f1@10": 0.1776363636363636,
|
957 |
+
"map@1": 0.766,
|
958 |
+
"map@5": 0.8472833333333333,
|
959 |
+
"map@10": 0.8503626984126984,
|
960 |
+
"mrr@1": 0.766,
|
961 |
+
"mrr@5": 0.8472833333333333,
|
962 |
+
"mrr@10": 0.8503626984126984,
|
963 |
+
"num_pred": 1000,
|
964 |
+
"num_data": 1000
|
965 |
+
},
|
966 |
+
"RefCOCO-Matching": {
|
967 |
+
"hit@1": 0.706,
|
968 |
+
"hit@5": 0.99,
|
969 |
+
"hit@10": 0.996,
|
970 |
+
"ndcg_linear@1": 0.706,
|
971 |
+
"ndcg_linear@5": 0.8812021106955444,
|
972 |
+
"ndcg_linear@10": 0.8832434343164262,
|
973 |
+
"ndcg_exponential@1": 0.706,
|
974 |
+
"ndcg_exponential@5": 0.8812021106955444,
|
975 |
+
"ndcg_exponential@10": 0.8832434343164262,
|
976 |
+
"precision@1": 0.706,
|
977 |
+
"precision@5": 0.19800000000000004,
|
978 |
+
"precision@10": 0.09960000000000002,
|
979 |
+
"recall@1": 0.706,
|
980 |
+
"recall@5": 0.99,
|
981 |
+
"recall@10": 0.996,
|
982 |
+
"f1@1": 0.706,
|
983 |
+
"f1@5": 0.33,
|
984 |
+
"f1@10": 0.18109090909090905,
|
985 |
+
"map@1": 0.706,
|
986 |
+
"map@5": 0.8436333333333333,
|
987 |
+
"map@10": 0.844536111111111,
|
988 |
+
"mrr@1": 0.706,
|
989 |
+
"mrr@5": 0.8406333333333333,
|
990 |
+
"mrr@10": 0.841536111111111,
|
991 |
+
"num_pred": 1000,
|
992 |
+
"num_data": 1000
|
993 |
+
},
|
994 |
+
"Visual7W-Pointing": {
|
995 |
+
"hit@1": 0.775,
|
996 |
+
"hit@5": 0.928,
|
997 |
+
"hit@10": 0.955,
|
998 |
+
"ndcg_linear@1": 0.775,
|
999 |
+
"ndcg_linear@5": 0.8591963868136843,
|
1000 |
+
"ndcg_linear@10": 0.8680807239690884,
|
1001 |
+
"ndcg_exponential@1": 0.775,
|
1002 |
+
"ndcg_exponential@5": 0.8591963868136843,
|
1003 |
+
"ndcg_exponential@10": 0.8680807239690884,
|
1004 |
+
"precision@1": 0.775,
|
1005 |
+
"precision@5": 0.18560000000000001,
|
1006 |
+
"precision@10": 0.09550000000000003,
|
1007 |
+
"recall@1": 0.775,
|
1008 |
+
"recall@5": 0.928,
|
1009 |
+
"recall@10": 0.955,
|
1010 |
+
"f1@1": 0.775,
|
1011 |
+
"f1@5": 0.30933333333333335,
|
1012 |
+
"f1@10": 0.17363636363636362,
|
1013 |
+
"map@1": 0.775,
|
1014 |
+
"map@5": 0.83605,
|
1015 |
+
"map@10": 0.8398055555555556,
|
1016 |
+
"mrr@1": 0.775,
|
1017 |
+
"mrr@5": 0.83605,
|
1018 |
+
"mrr@10": 0.8398055555555556,
|
1019 |
+
"num_pred": 1000,
|
1020 |
+
"num_data": 1000
|
1021 |
+
}
|
1022 |
+
},
|
1023 |
+
"visdoc": {
|
1024 |
+
"ViDoRe_arxivqa": {
|
1025 |
+
"hit@1": 0.422,
|
1026 |
+
"hit@5": 0.594,
|
1027 |
+
"hit@10": 0.668,
|
1028 |
+
"ndcg_linear@1": 0.422,
|
1029 |
+
"ndcg_linear@5": 0.5119136444921762,
|
1030 |
+
"ndcg_linear@10": 0.5358212242189544,
|
1031 |
+
"ndcg_exponential@1": 0.422,
|
1032 |
+
"ndcg_exponential@5": 0.5119136444921762,
|
1033 |
+
"ndcg_exponential@10": 0.5358212242189544,
|
1034 |
+
"precision@1": 0.422,
|
1035 |
+
"precision@5": 0.1188,
|
1036 |
+
"precision@10": 0.0668,
|
1037 |
+
"recall@1": 0.422,
|
1038 |
+
"recall@5": 0.594,
|
1039 |
+
"recall@10": 0.668,
|
1040 |
+
"f1@1": 0.422,
|
1041 |
+
"f1@5": 0.19800000000000006,
|
1042 |
+
"f1@10": 0.12145454545454547,
|
1043 |
+
"map@1": 0.422,
|
1044 |
+
"map@5": 0.4846666666666667,
|
1045 |
+
"map@10": 0.49451984126984133,
|
1046 |
+
"mrr@1": 0.422,
|
1047 |
+
"mrr@5": 0.4846666666666667,
|
1048 |
+
"mrr@10": 0.49451984126984133,
|
1049 |
+
"num_pred": 500,
|
1050 |
+
"num_data": 500
|
1051 |
+
},
|
1052 |
+
"ViDoRe_docvqa": {
|
1053 |
+
"hit@1": 0.188470066518847,
|
1054 |
+
"hit@5": 0.31929046563192903,
|
1055 |
+
"hit@10": 0.3968957871396896,
|
1056 |
+
"ndcg_linear@1": 0.188470066518847,
|
1057 |
+
"ndcg_linear@5": 0.25464699781964484,
|
1058 |
+
"ndcg_linear@10": 0.2786035428068749,
|
1059 |
+
"ndcg_exponential@1": 0.188470066518847,
|
1060 |
+
"ndcg_exponential@5": 0.25464699781964484,
|
1061 |
+
"ndcg_exponential@10": 0.2786035428068749,
|
1062 |
+
"precision@1": 0.188470066518847,
|
1063 |
+
"precision@5": 0.06385809312638581,
|
1064 |
+
"precision@10": 0.03991130820399113,
|
1065 |
+
"recall@1": 0.186529933481153,
|
1066 |
+
"recall@5": 0.3142091648189209,
|
1067 |
+
"recall@10": 0.3892276422764228,
|
1068 |
+
"f1@1": 0.18674550381867455,
|
1069 |
+
"f1@5": 0.10544835365495339,
|
1070 |
+
"f1@10": 0.072011260481327,
|
1071 |
+
"map@1": 0.188470066518847,
|
1072 |
+
"map@5": 0.23385070214338508,
|
1073 |
+
"map@10": 0.24345150107345231,
|
1074 |
+
"mrr@1": 0.188470066518847,
|
1075 |
+
"mrr@5": 0.23706577974870655,
|
1076 |
+
"mrr@10": 0.24707616232006477,
|
1077 |
+
"num_pred": 451,
|
1078 |
+
"num_data": 451
|
1079 |
+
},
|
1080 |
+
"ViDoRe_infovqa": {
|
1081 |
+
"hit@1": 0.6012145748987854,
|
1082 |
+
"hit@5": 0.8157894736842105,
|
1083 |
+
"hit@10": 0.8562753036437247,
|
1084 |
+
"ndcg_linear@1": 0.6012145748987854,
|
1085 |
+
"ndcg_linear@5": 0.7195027018170034,
|
1086 |
+
"ndcg_linear@10": 0.7328070186219342,
|
1087 |
+
"ndcg_exponential@1": 0.6012145748987854,
|
1088 |
+
"ndcg_exponential@5": 0.7195027018170034,
|
1089 |
+
"ndcg_exponential@10": 0.7328070186219342,
|
1090 |
+
"precision@1": 0.6012145748987854,
|
1091 |
+
"precision@5": 0.16356275303643722,
|
1092 |
+
"precision@10": 0.08582995951417004,
|
1093 |
+
"recall@1": 0.6012145748987854,
|
1094 |
+
"recall@5": 0.8157894736842105,
|
1095 |
+
"recall@10": 0.8562753036437247,
|
1096 |
+
"f1@1": 0.6012145748987854,
|
1097 |
+
"f1@5": 0.2724117987275883,
|
1098 |
+
"f1@10": 0.15599312967734022,
|
1099 |
+
"map@1": 0.6012145748987854,
|
1100 |
+
"map@5": 0.6871120107962213,
|
1101 |
+
"map@10": 0.6927278131225498,
|
1102 |
+
"mrr@1": 0.6012145748987854,
|
1103 |
+
"mrr@5": 0.6871120107962213,
|
1104 |
+
"mrr@10": 0.6927278131225498,
|
1105 |
+
"num_pred": 494,
|
1106 |
+
"num_data": 494
|
1107 |
+
},
|
1108 |
+
"ViDoRe_tabfquad": {
|
1109 |
+
"hit@1": 0.45714285714285713,
|
1110 |
+
"hit@5": 0.7214285714285714,
|
1111 |
+
"hit@10": 0.775,
|
1112 |
+
"ndcg_linear@1": 0.45714285714285713,
|
1113 |
+
"ndcg_linear@5": 0.5964013834560719,
|
1114 |
+
"ndcg_linear@10": 0.6144503531198016,
|
1115 |
+
"ndcg_exponential@1": 0.45714285714285713,
|
1116 |
+
"ndcg_exponential@5": 0.5964013834560719,
|
1117 |
+
"ndcg_exponential@10": 0.6144503531198016,
|
1118 |
+
"precision@1": 0.45714285714285713,
|
1119 |
+
"precision@5": 0.14428571428571427,
|
1120 |
+
"precision@10": 0.0775,
|
1121 |
+
"recall@1": 0.45714285714285713,
|
1122 |
+
"recall@5": 0.7214285714285714,
|
1123 |
+
"recall@10": 0.775,
|
1124 |
+
"f1@1": 0.45714285714285713,
|
1125 |
+
"f1@5": 0.2404761904761905,
|
1126 |
+
"f1@10": 0.14090909090909093,
|
1127 |
+
"map@1": 0.45714285714285713,
|
1128 |
+
"map@5": 0.555,
|
1129 |
+
"map@10": 0.5628784013605442,
|
1130 |
+
"mrr@1": 0.45714285714285713,
|
1131 |
+
"mrr@5": 0.555,
|
1132 |
+
"mrr@10": 0.5628784013605442,
|
1133 |
+
"num_pred": 280,
|
1134 |
+
"num_data": 280
|
1135 |
+
},
|
1136 |
+
"ViDoRe_tatdqa": {
|
1137 |
+
"hit@1": 0.17861482381530985,
|
1138 |
+
"hit@5": 0.3596597812879708,
|
1139 |
+
"hit@10": 0.46537059538274606,
|
1140 |
+
"ndcg_linear@1": 0.17861482381530985,
|
1141 |
+
"ndcg_linear@5": 0.2704827635929396,
|
1142 |
+
"ndcg_linear@10": 0.30443949008285875,
|
1143 |
+
"ndcg_exponential@1": 0.17861482381530985,
|
1144 |
+
"ndcg_exponential@5": 0.2704827635929396,
|
1145 |
+
"ndcg_exponential@10": 0.30443949008285875,
|
1146 |
+
"precision@1": 0.17861482381530985,
|
1147 |
+
"precision@5": 0.07193195625759417,
|
1148 |
+
"precision@10": 0.04659781287970838,
|
1149 |
+
"recall@1": 0.17861482381530985,
|
1150 |
+
"recall@5": 0.35874848116646413,
|
1151 |
+
"recall@10": 0.4647630619684083,
|
1152 |
+
"f1@1": 0.17861482381530985,
|
1153 |
+
"f1@5": 0.11979980327489444,
|
1154 |
+
"f1@10": 0.08468647593799478,
|
1155 |
+
"map@1": 0.17861482381530985,
|
1156 |
+
"map@5": 0.24136796273795055,
|
1157 |
+
"map@10": 0.25521225095951705,
|
1158 |
+
"mrr@1": 0.17861482381530985,
|
1159 |
+
"mrr@5": 0.24165654110976104,
|
1160 |
+
"mrr@10": 0.2554333256186233,
|
1161 |
+
"num_pred": 1646,
|
1162 |
+
"num_data": 1646
|
1163 |
+
},
|
1164 |
+
"ViDoRe_shiftproject": {
|
1165 |
+
"hit@1": 0.15,
|
1166 |
+
"hit@5": 0.46,
|
1167 |
+
"hit@10": 0.6,
|
1168 |
+
"ndcg_linear@1": 0.15,
|
1169 |
+
"ndcg_linear@5": 0.31803387206730205,
|
1170 |
+
"ndcg_linear@10": 0.3637504577653919,
|
1171 |
+
"ndcg_exponential@1": 0.15,
|
1172 |
+
"ndcg_exponential@5": 0.31803387206730205,
|
1173 |
+
"ndcg_exponential@10": 0.3637504577653919,
|
1174 |
+
"precision@1": 0.15,
|
1175 |
+
"precision@5": 0.09199999999999997,
|
1176 |
+
"precision@10": 0.059999999999999984,
|
1177 |
+
"recall@1": 0.15,
|
1178 |
+
"recall@5": 0.46,
|
1179 |
+
"recall@10": 0.6,
|
1180 |
+
"f1@1": 0.15,
|
1181 |
+
"f1@5": 0.15333333333333338,
|
1182 |
+
"f1@10": 0.1090909090909091,
|
1183 |
+
"map@1": 0.15,
|
1184 |
+
"map@5": 0.27049999999999996,
|
1185 |
+
"map@10": 0.28965873015873017,
|
1186 |
+
"mrr@1": 0.15,
|
1187 |
+
"mrr@5": 0.27049999999999996,
|
1188 |
+
"mrr@10": 0.28965873015873017,
|
1189 |
+
"num_pred": 100,
|
1190 |
+
"num_data": 100
|
1191 |
+
},
|
1192 |
+
"ViDoRe_syntheticDocQA_artificial_intelligence": {
|
1193 |
+
"hit@1": 0.68,
|
1194 |
+
"hit@5": 0.88,
|
1195 |
+
"hit@10": 0.91,
|
1196 |
+
"ndcg_linear@1": 0.68,
|
1197 |
+
"ndcg_linear@5": 0.7873638594055063,
|
1198 |
+
"ndcg_linear@10": 0.7964194563931823,
|
1199 |
+
"ndcg_exponential@1": 0.68,
|
1200 |
+
"ndcg_exponential@5": 0.7873638594055063,
|
1201 |
+
"ndcg_exponential@10": 0.7964194563931823,
|
1202 |
+
"precision@1": 0.68,
|
1203 |
+
"precision@5": 0.17599999999999993,
|
1204 |
+
"precision@10": 0.09099999999999998,
|
1205 |
+
"recall@1": 0.68,
|
1206 |
+
"recall@5": 0.88,
|
1207 |
+
"recall@10": 0.91,
|
1208 |
+
"f1@1": 0.68,
|
1209 |
+
"f1@5": 0.2933333333333334,
|
1210 |
+
"f1@10": 0.16545454545454555,
|
1211 |
+
"map@1": 0.68,
|
1212 |
+
"map@5": 0.7565000000000001,
|
1213 |
+
"map@10": 0.7598611111111111,
|
1214 |
+
"mrr@1": 0.68,
|
1215 |
+
"mrr@5": 0.7565000000000001,
|
1216 |
+
"mrr@10": 0.7598611111111111,
|
1217 |
+
"num_pred": 100,
|
1218 |
+
"num_data": 100
|
1219 |
+
},
|
1220 |
+
"ViDoRe_syntheticDocQA_energy": {
|
1221 |
+
"hit@1": 0.6,
|
1222 |
+
"hit@5": 0.8,
|
1223 |
+
"hit@10": 0.87,
|
1224 |
+
"ndcg_linear@1": 0.6,
|
1225 |
+
"ndcg_linear@5": 0.7075416850135662,
|
1226 |
+
"ndcg_linear@10": 0.7302437435988517,
|
1227 |
+
"ndcg_exponential@1": 0.6,
|
1228 |
+
"ndcg_exponential@5": 0.7075416850135662,
|
1229 |
+
"ndcg_exponential@10": 0.7302437435988517,
|
1230 |
+
"precision@1": 0.6,
|
1231 |
+
"precision@5": 0.15999999999999995,
|
1232 |
+
"precision@10": 0.087,
|
1233 |
+
"recall@1": 0.6,
|
1234 |
+
"recall@5": 0.8,
|
1235 |
+
"recall@10": 0.87,
|
1236 |
+
"f1@1": 0.6,
|
1237 |
+
"f1@5": 0.26666666666666666,
|
1238 |
+
"f1@10": 0.1581818181818182,
|
1239 |
+
"map@1": 0.6,
|
1240 |
+
"map@5": 0.6768333333333334,
|
1241 |
+
"map@10": 0.6862460317460318,
|
1242 |
+
"mrr@1": 0.6,
|
1243 |
+
"mrr@5": 0.6768333333333334,
|
1244 |
+
"mrr@10": 0.6862460317460318,
|
1245 |
+
"num_pred": 100,
|
1246 |
+
"num_data": 100
|
1247 |
+
},
|
1248 |
+
"ViDoRe_syntheticDocQA_government_reports": {
|
1249 |
+
"hit@1": 0.6,
|
1250 |
+
"hit@5": 0.89,
|
1251 |
+
"hit@10": 0.9,
|
1252 |
+
"ndcg_linear@1": 0.6,
|
1253 |
+
"ndcg_linear@5": 0.7547220425766069,
|
1254 |
+
"ndcg_linear@10": 0.7580553759099402,
|
1255 |
+
"ndcg_exponential@1": 0.6,
|
1256 |
+
"ndcg_exponential@5": 0.7547220425766069,
|
1257 |
+
"ndcg_exponential@10": 0.7580553759099402,
|
1258 |
+
"precision@1": 0.6,
|
1259 |
+
"precision@5": 0.17799999999999994,
|
1260 |
+
"precision@10": 0.08999999999999998,
|
1261 |
+
"recall@1": 0.6,
|
1262 |
+
"recall@5": 0.89,
|
1263 |
+
"recall@10": 0.9,
|
1264 |
+
"f1@1": 0.6,
|
1265 |
+
"f1@5": 0.2966666666666667,
|
1266 |
+
"f1@10": 0.1636363636363637,
|
1267 |
+
"map@1": 0.6,
|
1268 |
+
"map@5": 0.7096666666666666,
|
1269 |
+
"map@10": 0.7110952380952381,
|
1270 |
+
"mrr@1": 0.6,
|
1271 |
+
"mrr@5": 0.7096666666666666,
|
1272 |
+
"mrr@10": 0.7110952380952381,
|
1273 |
+
"num_pred": 100,
|
1274 |
+
"num_data": 100
|
1275 |
+
},
|
1276 |
+
"ViDoRe_syntheticDocQA_healthcare_industry": {
|
1277 |
+
"hit@1": 0.63,
|
1278 |
+
"hit@5": 0.89,
|
1279 |
+
"hit@10": 0.92,
|
1280 |
+
"ndcg_linear@1": 0.63,
|
1281 |
+
"ndcg_linear@5": 0.7728614614486932,
|
1282 |
+
"ndcg_linear@10": 0.782732830855488,
|
1283 |
+
"ndcg_exponential@1": 0.63,
|
1284 |
+
"ndcg_exponential@5": 0.7728614614486932,
|
1285 |
+
"ndcg_exponential@10": 0.782732830855488,
|
1286 |
+
"precision@1": 0.63,
|
1287 |
+
"precision@5": 0.17799999999999994,
|
1288 |
+
"precision@10": 0.09199999999999997,
|
1289 |
+
"recall@1": 0.63,
|
1290 |
+
"recall@5": 0.89,
|
1291 |
+
"recall@10": 0.92,
|
1292 |
+
"f1@1": 0.63,
|
1293 |
+
"f1@5": 0.2966666666666667,
|
1294 |
+
"f1@10": 0.16727272727272738,
|
1295 |
+
"map@1": 0.63,
|
1296 |
+
"map@5": 0.7333333333333333,
|
1297 |
+
"map@10": 0.7375,
|
1298 |
+
"mrr@1": 0.63,
|
1299 |
+
"mrr@5": 0.7333333333333333,
|
1300 |
+
"mrr@10": 0.7375,
|
1301 |
+
"num_pred": 100,
|
1302 |
+
"num_data": 100
|
1303 |
+
},
|
1304 |
+
"ViDoRe_esg_reports_human_labeled_v2": {
|
1305 |
+
"hit@1": 0.3269230769230769,
|
1306 |
+
"hit@5": 0.5192307692307693,
|
1307 |
+
"hit@10": 0.6730769230769231,
|
1308 |
+
"ndcg_linear@1": 0.3173076923076923,
|
1309 |
+
"ndcg_linear@5": 0.36238569336947096,
|
1310 |
+
"ndcg_linear@10": 0.42297427935329185,
|
1311 |
+
"ndcg_exponential@1": 0.31410256410256415,
|
1312 |
+
"ndcg_exponential@5": 0.36105568890087153,
|
1313 |
+
"ndcg_exponential@10": 0.423314801940287,
|
1314 |
+
"precision@1": 0.3269230769230769,
|
1315 |
+
"precision@5": 0.1461538461538462,
|
1316 |
+
"precision@10": 0.10769230769230767,
|
1317 |
+
"recall@1": 0.2233974358974359,
|
1318 |
+
"recall@5": 0.4022435897435897,
|
1319 |
+
"recall@10": 0.5617216117216116,
|
1320 |
+
"f1@1": 0.24590729783037474,
|
1321 |
+
"f1@5": 0.19158945629533866,
|
1322 |
+
"f1@10": 0.16428823815701643,
|
1323 |
+
"map@1": 0.3269230769230769,
|
1324 |
+
"map@5": 0.32326923076923075,
|
1325 |
+
"map@10": 0.3519383394383394,
|
1326 |
+
"mrr@1": 0.3269230769230769,
|
1327 |
+
"mrr@5": 0.3967948717948718,
|
1328 |
+
"mrr@10": 0.41800213675213677,
|
1329 |
+
"num_pred": 52,
|
1330 |
+
"num_data": 52
|
1331 |
+
},
|
1332 |
+
"ViDoRe_biomedical_lectures_v2": {
|
1333 |
+
"hit@1": 0.39375,
|
1334 |
+
"hit@5": 0.625,
|
1335 |
+
"hit@10": 0.75625,
|
1336 |
+
"ndcg_linear@1": 0.39375,
|
1337 |
+
"ndcg_linear@5": 0.41320146489185233,
|
1338 |
+
"ndcg_linear@10": 0.45033568328771834,
|
1339 |
+
"ndcg_exponential@1": 0.39375,
|
1340 |
+
"ndcg_exponential@5": 0.41320146489185233,
|
1341 |
+
"ndcg_exponential@10": 0.45033568328771834,
|
1342 |
+
"precision@1": 0.39375,
|
1343 |
+
"precision@5": 0.19,
|
1344 |
+
"precision@10": 0.12625,
|
1345 |
+
"recall@1": 0.22000270562770563,
|
1346 |
+
"recall@5": 0.44102105614973264,
|
1347 |
+
"recall@10": 0.5574584606569901,
|
1348 |
+
"f1@1": 0.2574736201298701,
|
1349 |
+
"f1@5": 0.23388768523143524,
|
1350 |
+
"f1@10": 0.18445176759514995,
|
1351 |
+
"map@1": 0.39375,
|
1352 |
+
"map@5": 0.3521197916666667,
|
1353 |
+
"map@10": 0.3654543768896447,
|
1354 |
+
"mrr@1": 0.39375,
|
1355 |
+
"mrr@5": 0.480625,
|
1356 |
+
"mrr@10": 0.4985094246031746,
|
1357 |
+
"num_pred": 160,
|
1358 |
+
"num_data": 160
|
1359 |
+
},
|
1360 |
+
"ViDoRe_biomedical_lectures_v2_multilingual": {
|
1361 |
+
"hit@1": 0.2453125,
|
1362 |
+
"hit@5": 0.5,
|
1363 |
+
"hit@10": 0.5921875,
|
1364 |
+
"ndcg_linear@1": 0.2453125,
|
1365 |
+
"ndcg_linear@5": 0.2971939466235992,
|
1366 |
+
"ndcg_linear@10": 0.32423047549989936,
|
1367 |
+
"ndcg_exponential@1": 0.2453125,
|
1368 |
+
"ndcg_exponential@5": 0.2971939466235992,
|
1369 |
+
"ndcg_exponential@10": 0.32423047549989936,
|
1370 |
+
"precision@1": 0.2453125,
|
1371 |
+
"precision@5": 0.140625,
|
1372 |
+
"precision@10": 0.09375000000000001,
|
1373 |
+
"recall@1": 0.14204927974324524,
|
1374 |
+
"recall@5": 0.3437564766306209,
|
1375 |
+
"recall@10": 0.42504141105893767,
|
1376 |
+
"f1@1": 0.16346771284271283,
|
1377 |
+
"f1@5": 0.17558596739249316,
|
1378 |
+
"f1@10": 0.13779101508513275,
|
1379 |
+
"map@1": 0.2453125,
|
1380 |
+
"map@5": 0.24298524305555555,
|
1381 |
+
"map@10": 0.2534362274423658,
|
1382 |
+
"mrr@1": 0.2453125,
|
1383 |
+
"mrr@5": 0.33807291666666667,
|
1384 |
+
"mrr@10": 0.35095796130952384,
|
1385 |
+
"num_pred": 640,
|
1386 |
+
"num_data": 640
|
1387 |
+
},
|
1388 |
+
"ViDoRe_economics_reports_v2": {
|
1389 |
+
"hit@1": 0.5344827586206896,
|
1390 |
+
"hit@5": 0.9137931034482759,
|
1391 |
+
"hit@10": 0.9137931034482759,
|
1392 |
+
"ndcg_linear@1": 0.5344827586206896,
|
1393 |
+
"ndcg_linear@5": 0.5024504838355376,
|
1394 |
+
"ndcg_linear@10": 0.48380853715641037,
|
1395 |
+
"ndcg_exponential@1": 0.5344827586206896,
|
1396 |
+
"ndcg_exponential@5": 0.5024504838355376,
|
1397 |
+
"ndcg_exponential@10": 0.48380853715641037,
|
1398 |
+
"precision@1": 0.5344827586206896,
|
1399 |
+
"precision@5": 0.4275862068965518,
|
1400 |
+
"precision@10": 0.35172413793103446,
|
1401 |
+
"recall@1": 0.08580607349530954,
|
1402 |
+
"recall@5": 0.26411413943104345,
|
1403 |
+
"recall@10": 0.358785791788566,
|
1404 |
+
"f1@1": 0.12193292790921609,
|
1405 |
+
"f1@5": 0.2560073738864709,
|
1406 |
+
"f1@10": 0.28305696088690446,
|
1407 |
+
"map@1": 0.5344827586206896,
|
1408 |
+
"map@5": 0.38685823754789267,
|
1409 |
+
"map@10": 0.3463437166054161,
|
1410 |
+
"mrr@1": 0.5344827586206896,
|
1411 |
+
"mrr@5": 0.6801724137931034,
|
1412 |
+
"mrr@10": 0.6801724137931034,
|
1413 |
+
"num_pred": 58,
|
1414 |
+
"num_data": 58
|
1415 |
+
},
|
1416 |
+
"ViDoRe_economics_reports_v2_multilingual": {
|
1417 |
+
"hit@1": 0.40948275862068967,
|
1418 |
+
"hit@5": 0.7586206896551724,
|
1419 |
+
"hit@10": 0.8146551724137931,
|
1420 |
+
"ndcg_linear@1": 0.40948275862068967,
|
1421 |
+
"ndcg_linear@5": 0.3760871245575375,
|
1422 |
+
"ndcg_linear@10": 0.36745893188777207,
|
1423 |
+
"ndcg_exponential@1": 0.40948275862068967,
|
1424 |
+
"ndcg_exponential@5": 0.3760871245575375,
|
1425 |
+
"ndcg_exponential@10": 0.36745893188777207,
|
1426 |
+
"precision@1": 0.40948275862068967,
|
1427 |
+
"precision@5": 0.33620689655172414,
|
1428 |
+
"precision@10": 0.2814655172413793,
|
1429 |
+
"recall@1": 0.04977091551358257,
|
1430 |
+
"recall@5": 0.1922600576030748,
|
1431 |
+
"recall@10": 0.27912459951271523,
|
1432 |
+
"f1@1": 0.07880217839991724,
|
1433 |
+
"f1@5": 0.1950762513027387,
|
1434 |
+
"f1@10": 0.22447614819977368,
|
1435 |
+
"map@1": 0.40948275862068967,
|
1436 |
+
"map@5": 0.276779214559387,
|
1437 |
+
"map@10": 0.24349885643912736,
|
1438 |
+
"mrr@1": 0.40948275862068967,
|
1439 |
+
"mrr@5": 0.5413074712643678,
|
1440 |
+
"mrr@10": 0.5488967569786535,
|
1441 |
+
"num_pred": 232,
|
1442 |
+
"num_data": 232
|
1443 |
+
},
|
1444 |
+
"ViDoRe_esg_reports_v2": {
|
1445 |
+
"hit@1": 0.2807017543859649,
|
1446 |
+
"hit@5": 0.5964912280701754,
|
1447 |
+
"hit@10": 0.7368421052631579,
|
1448 |
+
"ndcg_linear@1": 0.2807017543859649,
|
1449 |
+
"ndcg_linear@5": 0.3576265676478271,
|
1450 |
+
"ndcg_linear@10": 0.3790466629864035,
|
1451 |
+
"ndcg_exponential@1": 0.2807017543859649,
|
1452 |
+
"ndcg_exponential@5": 0.3576265676478271,
|
1453 |
+
"ndcg_exponential@10": 0.3790466629864035,
|
1454 |
+
"precision@1": 0.2807017543859649,
|
1455 |
+
"precision@5": 0.2070175438596491,
|
1456 |
+
"precision@10": 0.13333333333333333,
|
1457 |
+
"recall@1": 0.12997076023391813,
|
1458 |
+
"recall@5": 0.38813700918964084,
|
1459 |
+
"recall@10": 0.48813700918964076,
|
1460 |
+
"f1@1": 0.15375447164920847,
|
1461 |
+
"f1@5": 0.22364024044391295,
|
1462 |
+
"f1@10": 0.18091232269984103,
|
1463 |
+
"map@1": 0.2807017543859649,
|
1464 |
+
"map@5": 0.29252436647173485,
|
1465 |
+
"map@10": 0.28618885175902714,
|
1466 |
+
"mrr@1": 0.2807017543859649,
|
1467 |
+
"mrr@5": 0.39795321637426895,
|
1468 |
+
"mrr@10": 0.4175647451963241,
|
1469 |
+
"num_pred": 57,
|
1470 |
+
"num_data": 57
|
1471 |
+
},
|
1472 |
+
"ViDoRe_esg_reports_v2_multilingual": {
|
1473 |
+
"hit@1": 0.22807017543859648,
|
1474 |
+
"hit@5": 0.47368421052631576,
|
1475 |
+
"hit@10": 0.6271929824561403,
|
1476 |
+
"ndcg_linear@1": 0.22807017543859648,
|
1477 |
+
"ndcg_linear@5": 0.2678025278641148,
|
1478 |
+
"ndcg_linear@10": 0.3048056563208701,
|
1479 |
+
"ndcg_exponential@1": 0.22807017543859648,
|
1480 |
+
"ndcg_exponential@5": 0.26780252786411474,
|
1481 |
+
"ndcg_exponential@10": 0.3048056563208701,
|
1482 |
+
"precision@1": 0.22807017543859648,
|
1483 |
+
"precision@5": 0.1543859649122807,
|
1484 |
+
"precision@10": 0.11315789473684211,
|
1485 |
+
"recall@1": 0.09704991645781119,
|
1486 |
+
"recall@5": 0.29172410192147036,
|
1487 |
+
"recall@10": 0.4165570175438596,
|
1488 |
+
"f1@1": 0.11817001241683638,
|
1489 |
+
"f1@5": 0.16888695111712088,
|
1490 |
+
"f1@10": 0.1535209781889756,
|
1491 |
+
"map@1": 0.22807017543859648,
|
1492 |
+
"map@5": 0.21428971734892785,
|
1493 |
+
"map@10": 0.22197343764503852,
|
1494 |
+
"mrr@1": 0.22807017543859648,
|
1495 |
+
"mrr@5": 0.3130847953216374,
|
1496 |
+
"mrr@10": 0.3337266778056252,
|
1497 |
+
"num_pred": 228,
|
1498 |
+
"num_data": 228
|
1499 |
+
},
|
1500 |
+
"VisRAG_ArxivQA": {
|
1501 |
+
"hit@1": 0.4987745098039216,
|
1502 |
+
"hit@5": 0.6458333333333334,
|
1503 |
+
"hit@10": 0.696078431372549,
|
1504 |
+
"ndcg_linear@1": 0.4987745098039216,
|
1505 |
+
"ndcg_linear@5": 0.5782181343941625,
|
1506 |
+
"ndcg_linear@10": 0.5942001625633648,
|
1507 |
+
"ndcg_exponential@1": 0.4987745098039216,
|
1508 |
+
"ndcg_exponential@5": 0.5782181343941625,
|
1509 |
+
"ndcg_exponential@10": 0.5942001625633648,
|
1510 |
+
"precision@1": 0.4987745098039216,
|
1511 |
+
"precision@5": 0.12916666666666665,
|
1512 |
+
"precision@10": 0.0696078431372549,
|
1513 |
+
"recall@1": 0.4987745098039216,
|
1514 |
+
"recall@5": 0.6458333333333334,
|
1515 |
+
"recall@10": 0.696078431372549,
|
1516 |
+
"f1@1": 0.4987745098039216,
|
1517 |
+
"f1@5": 0.21527777777777785,
|
1518 |
+
"f1@10": 0.12655971479500894,
|
1519 |
+
"map@1": 0.4987745098039216,
|
1520 |
+
"map@5": 0.5556576797385621,
|
1521 |
+
"map@10": 0.5621012293806412,
|
1522 |
+
"mrr@1": 0.4987745098039216,
|
1523 |
+
"mrr@5": 0.5556576797385621,
|
1524 |
+
"mrr@10": 0.5621012293806412,
|
1525 |
+
"num_pred": 816,
|
1526 |
+
"num_data": 816
|
1527 |
+
},
|
1528 |
+
"VisRAG_ChartQA": {
|
1529 |
+
"hit@1": 0.6349206349206349,
|
1530 |
+
"hit@5": 0.8571428571428571,
|
1531 |
+
"hit@10": 0.873015873015873,
|
1532 |
+
"ndcg_linear@1": 0.6349206349206349,
|
1533 |
+
"ndcg_linear@5": 0.7561694128309313,
|
1534 |
+
"ndcg_linear@10": 0.7609476667303596,
|
1535 |
+
"ndcg_exponential@1": 0.6349206349206349,
|
1536 |
+
"ndcg_exponential@5": 0.7561694128309313,
|
1537 |
+
"ndcg_exponential@10": 0.7609476667303596,
|
1538 |
+
"precision@1": 0.6349206349206349,
|
1539 |
+
"precision@5": 0.17142857142857132,
|
1540 |
+
"precision@10": 0.08730158730158726,
|
1541 |
+
"recall@1": 0.6349206349206349,
|
1542 |
+
"recall@5": 0.8571428571428571,
|
1543 |
+
"recall@10": 0.873015873015873,
|
1544 |
+
"f1@1": 0.6349206349206349,
|
1545 |
+
"f1@5": 0.28571428571428564,
|
1546 |
+
"f1@10": 0.15873015873015872,
|
1547 |
+
"map@1": 0.6349206349206349,
|
1548 |
+
"map@5": 0.7224867724867725,
|
1549 |
+
"map@10": 0.7242504409171077,
|
1550 |
+
"mrr@1": 0.6349206349206349,
|
1551 |
+
"mrr@5": 0.7224867724867725,
|
1552 |
+
"mrr@10": 0.7242504409171077,
|
1553 |
+
"num_pred": 63,
|
1554 |
+
"num_data": 63
|
1555 |
+
},
|
1556 |
+
"VisRAG_MP-DocVQA": {
|
1557 |
+
"hit@1": 0.494077834179357,
|
1558 |
+
"hit@5": 0.7495769881556683,
|
1559 |
+
"hit@10": 0.8121827411167513,
|
1560 |
+
"ndcg_linear@1": 0.494077834179357,
|
1561 |
+
"ndcg_linear@5": 0.6324152704344341,
|
1562 |
+
"ndcg_linear@10": 0.6525868788135272,
|
1563 |
+
"ndcg_exponential@1": 0.494077834179357,
|
1564 |
+
"ndcg_exponential@5": 0.6324152704344341,
|
1565 |
+
"ndcg_exponential@10": 0.6525868788135272,
|
1566 |
+
"precision@1": 0.494077834179357,
|
1567 |
+
"precision@5": 0.14991539763113365,
|
1568 |
+
"precision@10": 0.08121827411167512,
|
1569 |
+
"recall@1": 0.494077834179357,
|
1570 |
+
"recall@5": 0.7495769881556683,
|
1571 |
+
"recall@10": 0.8121827411167513,
|
1572 |
+
"f1@1": 0.494077834179357,
|
1573 |
+
"f1@5": 0.2498589960518895,
|
1574 |
+
"f1@10": 0.1476695892939548,
|
1575 |
+
"map@1": 0.494077834179357,
|
1576 |
+
"map@5": 0.5932600112803159,
|
1577 |
+
"map@10": 0.6015416431660087,
|
1578 |
+
"mrr@1": 0.494077834179357,
|
1579 |
+
"mrr@5": 0.5932600112803159,
|
1580 |
+
"mrr@10": 0.6015416431660087,
|
1581 |
+
"num_pred": 591,
|
1582 |
+
"num_data": 591
|
1583 |
+
},
|
1584 |
+
"VisRAG_SlideVQA": {
|
1585 |
+
"hit@1": 0.7697841726618705,
|
1586 |
+
"hit@5": 0.9172661870503597,
|
1587 |
+
"hit@10": 0.9460431654676259,
|
1588 |
+
"ndcg_linear@1": 0.7697841726618705,
|
1589 |
+
"ndcg_linear@5": 0.8232349742512555,
|
1590 |
+
"ndcg_linear@10": 0.8390979690841381,
|
1591 |
+
"ndcg_exponential@1": 0.7697841726618705,
|
1592 |
+
"ndcg_exponential@5": 0.8232349742512555,
|
1593 |
+
"ndcg_exponential@10": 0.8390979690841381,
|
1594 |
+
"precision@1": 0.7697841726618705,
|
1595 |
+
"precision@5": 0.218705035971223,
|
1596 |
+
"precision@10": 0.11564748201438849,
|
1597 |
+
"recall@1": 0.6600719424460432,
|
1598 |
+
"recall@5": 0.8794964028776978,
|
1599 |
+
"recall@10": 0.9235611510791367,
|
1600 |
+
"f1@1": 0.696642685851319,
|
1601 |
+
"f1@5": 0.34412470023980823,
|
1602 |
+
"f1@10": 0.20321015914541096,
|
1603 |
+
"map@1": 0.7697841726618705,
|
1604 |
+
"map@5": 0.7890437649880095,
|
1605 |
+
"map@10": 0.7976301101975563,
|
1606 |
+
"mrr@1": 0.7697841726618705,
|
1607 |
+
"mrr@5": 0.8337829736211031,
|
1608 |
+
"mrr@10": 0.837544964028777,
|
1609 |
+
"num_pred": 556,
|
1610 |
+
"num_data": 556
|
1611 |
+
},
|
1612 |
+
"VisRAG_InfoVQA": {
|
1613 |
+
"hit@1": 0.6852367688022284,
|
1614 |
+
"hit@5": 0.8997214484679665,
|
1615 |
+
"hit@10": 0.9498607242339833,
|
1616 |
+
"ndcg_linear@1": 0.6852367688022284,
|
1617 |
+
"ndcg_linear@5": 0.802787340508596,
|
1618 |
+
"ndcg_linear@10": 0.8191066635194547,
|
1619 |
+
"ndcg_exponential@1": 0.6852367688022284,
|
1620 |
+
"ndcg_exponential@5": 0.802787340508596,
|
1621 |
+
"ndcg_exponential@10": 0.8191066635194547,
|
1622 |
+
"precision@1": 0.6852367688022284,
|
1623 |
+
"precision@5": 0.1799442896935933,
|
1624 |
+
"precision@10": 0.09498607242339831,
|
1625 |
+
"recall@1": 0.6852367688022284,
|
1626 |
+
"recall@5": 0.8997214484679665,
|
1627 |
+
"recall@10": 0.9498607242339833,
|
1628 |
+
"f1@1": 0.6852367688022284,
|
1629 |
+
"f1@5": 0.29990714948932223,
|
1630 |
+
"f1@10": 0.17270194986072426,
|
1631 |
+
"map@1": 0.6852367688022284,
|
1632 |
+
"map@5": 0.7702181987000928,
|
1633 |
+
"map@10": 0.7770172878807976,
|
1634 |
+
"mrr@1": 0.6852367688022284,
|
1635 |
+
"mrr@5": 0.7702181987000928,
|
1636 |
+
"mrr@10": 0.7770172878807976,
|
1637 |
+
"num_pred": 718,
|
1638 |
+
"num_data": 718
|
1639 |
+
},
|
1640 |
+
"VisRAG_PlotQA": {
|
1641 |
+
"hit@1": 0.36616454229432216,
|
1642 |
+
"hit@5": 0.6697566628041715,
|
1643 |
+
"hit@10": 0.7972190034762456,
|
1644 |
+
"ndcg_linear@1": 0.36616454229432216,
|
1645 |
+
"ndcg_linear@5": 0.5214157648949227,
|
1646 |
+
"ndcg_linear@10": 0.5626876410772067,
|
1647 |
+
"ndcg_exponential@1": 0.36616454229432216,
|
1648 |
+
"ndcg_exponential@5": 0.5214157648949227,
|
1649 |
+
"ndcg_exponential@10": 0.5626876410772067,
|
1650 |
+
"precision@1": 0.36616454229432216,
|
1651 |
+
"precision@5": 0.1339513325608343,
|
1652 |
+
"precision@10": 0.07972190034762457,
|
1653 |
+
"recall@1": 0.36616454229432216,
|
1654 |
+
"recall@5": 0.6697566628041715,
|
1655 |
+
"recall@10": 0.7972190034762456,
|
1656 |
+
"f1@1": 0.36616454229432216,
|
1657 |
+
"f1@5": 0.2232522209347239,
|
1658 |
+
"f1@10": 0.1449489097229538,
|
1659 |
+
"map@1": 0.36616454229432216,
|
1660 |
+
"map@5": 0.47261490923136346,
|
1661 |
+
"map@10": 0.4896747227280251,
|
1662 |
+
"mrr@1": 0.36616454229432216,
|
1663 |
+
"mrr@5": 0.47261490923136346,
|
1664 |
+
"mrr@10": 0.4896747227280251,
|
1665 |
+
"num_pred": 863,
|
1666 |
+
"num_data": 863
|
1667 |
+
},
|
1668 |
+
"ViDoSeek-page": {
|
1669 |
+
"hit@1": 0.05253940455341506,
|
1670 |
+
"hit@5": 0.28984238178633975,
|
1671 |
+
"hit@10": 0.4203152364273205,
|
1672 |
+
"ndcg_linear@1": 0.05253940455341506,
|
1673 |
+
"ndcg_linear@5": 0.17618819022427434,
|
1674 |
+
"ndcg_linear@10": 0.21904595702398835,
|
1675 |
+
"ndcg_exponential@1": 0.05253940455341506,
|
1676 |
+
"ndcg_exponential@5": 0.1761881902242744,
|
1677 |
+
"ndcg_exponential@10": 0.21904595702398835,
|
1678 |
+
"precision@1": 0.05253940455341506,
|
1679 |
+
"precision@5": 0.057968476357267956,
|
1680 |
+
"precision@10": 0.042031523642732056,
|
1681 |
+
"recall@1": 0.05253940455341506,
|
1682 |
+
"recall@5": 0.28984238178633975,
|
1683 |
+
"recall@10": 0.4203152364273205,
|
1684 |
+
"f1@1": 0.05253940455341506,
|
1685 |
+
"f1@5": 0.09661412726211326,
|
1686 |
+
"f1@10": 0.07642095207769464,
|
1687 |
+
"map@1": 0.05253940455341506,
|
1688 |
+
"map@5": 0.13861646234676006,
|
1689 |
+
"map@10": 0.15668105245600866,
|
1690 |
+
"mrr@1": 0.05253940455341506,
|
1691 |
+
"mrr@5": 0.13861646234676006,
|
1692 |
+
"mrr@10": 0.15668105245600866,
|
1693 |
+
"num_pred": 1142,
|
1694 |
+
"num_data": 1142
|
1695 |
+
},
|
1696 |
+
"ViDoSeek-doc": {
|
1697 |
+
"hit@1": 0.882661996497373,
|
1698 |
+
"hit@5": 0.9632224168126094,
|
1699 |
+
"hit@10": 0.9772329246935202,
|
1700 |
+
"ndcg_linear@1": 0.6074138937536486,
|
1701 |
+
"ndcg_linear@5": 0.6141104299259106,
|
1702 |
+
"ndcg_linear@10": 0.5487876315180851,
|
1703 |
+
"ndcg_exponential@1": 0.4108081060795596,
|
1704 |
+
"ndcg_exponential@5": 0.5254713220587516,
|
1705 |
+
"ndcg_exponential@10": 0.4992110967176428,
|
1706 |
+
"precision@1": 0.882661996497373,
|
1707 |
+
"precision@5": 0.6390542907180385,
|
1708 |
+
"precision@10": 0.5096322241681261,
|
1709 |
+
"recall@1": 0.05214476244582883,
|
1710 |
+
"recall@5": 0.18650248466169894,
|
1711 |
+
"recall@10": 0.2913322491142108,
|
1712 |
+
"f1@1": 0.09777448660863847,
|
1713 |
+
"f1@5": 0.28286490084326904,
|
1714 |
+
"f1@10": 0.3621737191271251,
|
1715 |
+
"map@1": 0.882661996497373,
|
1716 |
+
"map@5": 0.6043724460011676,
|
1717 |
+
"map@10": 0.45895651318515346,
|
1718 |
+
"mrr@1": 0.882661996497373,
|
1719 |
+
"mrr@5": 0.9149737302977233,
|
1720 |
+
"mrr@10": 0.9167490200984071,
|
1721 |
+
"num_pred": 1142,
|
1722 |
+
"num_data": 1142
|
1723 |
+
},
|
1724 |
+
"MMLongBench-page": {
|
1725 |
+
"hit@1": 0.057279236276849645,
|
1726 |
+
"hit@5": 0.19212410501193317,
|
1727 |
+
"hit@10": 0.2720763723150358,
|
1728 |
+
"ndcg_linear@1": 0.057279236276849645,
|
1729 |
+
"ndcg_linear@5": 0.099496484003179,
|
1730 |
+
"ndcg_linear@10": 0.12448514422512807,
|
1731 |
+
"ndcg_exponential@1": 0.057279236276849645,
|
1732 |
+
"ndcg_exponential@5": 0.09949648400317901,
|
1733 |
+
"ndcg_exponential@10": 0.12448514422512807,
|
1734 |
+
"precision@1": 0.057279236276849645,
|
1735 |
+
"precision@5": 0.0441527446300716,
|
1736 |
+
"precision@10": 0.03293556085918855,
|
1737 |
+
"recall@1": 0.037887828162291165,
|
1738 |
+
"recall@5": 0.13686356404136835,
|
1739 |
+
"recall@10": 0.20759745425616544,
|
1740 |
+
"f1@1": 0.04340511318434946,
|
1741 |
+
"f1@5": 0.06349949440641565,
|
1742 |
+
"f1@10": 0.05497975705016279,
|
1743 |
+
"map@1": 0.057279236276849645,
|
1744 |
+
"map@5": 0.07553632988597189,
|
1745 |
+
"map@10": 0.08633732052884799,
|
1746 |
+
"mrr@1": 0.057279236276849645,
|
1747 |
+
"mrr@5": 0.10535003977724741,
|
1748 |
+
"mrr@10": 0.11606479903019282,
|
1749 |
+
"num_pred": 838,
|
1750 |
+
"num_data": 838
|
1751 |
+
},
|
1752 |
+
"MMLongBench-doc": {
|
1753 |
+
"hit@1": 0.4928400954653938,
|
1754 |
+
"hit@5": 0.6587112171837709,
|
1755 |
+
"hit@10": 0.7291169451073986,
|
1756 |
+
"ndcg_linear@1": 0.3468575974542561,
|
1757 |
+
"ndcg_linear@5": 0.3377919046424129,
|
1758 |
+
"ndcg_linear@10": 0.31885786434874525,
|
1759 |
+
"ndcg_exponential@1": 0.24258438458915785,
|
1760 |
+
"ndcg_exponential@5": 0.2830096752641996,
|
1761 |
+
"ndcg_exponential@10": 0.28451939851953195,
|
1762 |
+
"precision@1": 0.4928400954653938,
|
1763 |
+
"precision@5": 0.3653937947494034,
|
1764 |
+
"precision@10": 0.3167064439140811,
|
1765 |
+
"recall@1": 0.01637712271717293,
|
1766 |
+
"recall@5": 0.05682592780863103,
|
1767 |
+
"recall@10": 0.09658195391825736,
|
1768 |
+
"f1@1": 0.03139671827484746,
|
1769 |
+
"f1@5": 0.09476966471408702,
|
1770 |
+
"f1@10": 0.1394393775403501,
|
1771 |
+
"map@1": 0.4928400954653938,
|
1772 |
+
"map@5": 0.32249801113762927,
|
1773 |
+
"map@10": 0.2585233801820914,
|
1774 |
+
"mrr@1": 0.4928400954653938,
|
1775 |
+
"mrr@5": 0.5549920445505171,
|
1776 |
+
"mrr@10": 0.5644381937341365,
|
1777 |
+
"num_pred": 838,
|
1778 |
+
"num_data": 838
|
1779 |
+
}
|
1780 |
+
},
|
1781 |
+
"video": {
|
1782 |
+
"DiDeMo": {
|
1783 |
+
"hit@1": 0.3047808764940239,
|
1784 |
+
"hit@5": 0.5707171314741036,
|
1785 |
+
"hit@10": 0.6663346613545816,
|
1786 |
+
"ndcg_linear@1": 0.3047808764940239,
|
1787 |
+
"ndcg_linear@5": 0.44551323295964373,
|
1788 |
+
"ndcg_linear@10": 0.4762252748431989,
|
1789 |
+
"ndcg_exponential@1": 0.3047808764940239,
|
1790 |
+
"ndcg_exponential@5": 0.44551323295964373,
|
1791 |
+
"ndcg_exponential@10": 0.4762252748431989,
|
1792 |
+
"precision@1": 0.3047808764940239,
|
1793 |
+
"precision@5": 0.11414342629482072,
|
1794 |
+
"precision@10": 0.06663346613545816,
|
1795 |
+
"recall@1": 0.3047808764940239,
|
1796 |
+
"recall@5": 0.5707171314741036,
|
1797 |
+
"recall@10": 0.6663346613545816,
|
1798 |
+
"f1@1": 0.3047808764940239,
|
1799 |
+
"f1@5": 0.19023904382470125,
|
1800 |
+
"f1@10": 0.12115175660992396,
|
1801 |
+
"map@1": 0.3047808764940239,
|
1802 |
+
"map@5": 0.40390106241699864,
|
1803 |
+
"map@10": 0.4164500727249731,
|
1804 |
+
"mrr@1": 0.3047808764940239,
|
1805 |
+
"mrr@5": 0.40390106241699864,
|
1806 |
+
"mrr@10": 0.4164500727249731,
|
1807 |
+
"num_pred": 1004,
|
1808 |
+
"num_data": 1004
|
1809 |
+
},
|
1810 |
+
"MSR-VTT": {
|
1811 |
+
"hit@1": 0.33,
|
1812 |
+
"hit@5": 0.581,
|
1813 |
+
"hit@10": 0.687,
|
1814 |
+
"ndcg_linear@1": 0.33,
|
1815 |
+
"ndcg_linear@5": 0.4645701013034751,
|
1816 |
+
"ndcg_linear@10": 0.4993950490658098,
|
1817 |
+
"ndcg_exponential@1": 0.33,
|
1818 |
+
"ndcg_exponential@5": 0.4645701013034751,
|
1819 |
+
"ndcg_exponential@10": 0.4993950490658098,
|
1820 |
+
"precision@1": 0.33,
|
1821 |
+
"precision@5": 0.11619999999999998,
|
1822 |
+
"precision@10": 0.06869999999999998,
|
1823 |
+
"recall@1": 0.33,
|
1824 |
+
"recall@5": 0.581,
|
1825 |
+
"recall@10": 0.687,
|
1826 |
+
"f1@1": 0.33,
|
1827 |
+
"f1@5": 0.19366666666666674,
|
1828 |
+
"f1@10": 0.12490909090909094,
|
1829 |
+
"map@1": 0.33,
|
1830 |
+
"map@5": 0.42575,
|
1831 |
+
"map@10": 0.4404511904761905,
|
1832 |
+
"mrr@1": 0.33,
|
1833 |
+
"mrr@5": 0.42575,
|
1834 |
+
"mrr@10": 0.4404511904761905,
|
1835 |
+
"num_pred": 1000,
|
1836 |
+
"num_data": 1000
|
1837 |
+
},
|
1838 |
+
"MSVD": {
|
1839 |
+
"hit@1": 0.5119402985074627,
|
1840 |
+
"hit@5": 0.8194029850746268,
|
1841 |
+
"hit@10": 0.9029850746268657,
|
1842 |
+
"ndcg_linear@1": 0.5119402985074627,
|
1843 |
+
"ndcg_linear@5": 0.6813979570806155,
|
1844 |
+
"ndcg_linear@10": 0.7094171939819591,
|
1845 |
+
"ndcg_exponential@1": 0.5119402985074627,
|
1846 |
+
"ndcg_exponential@5": 0.6813979570806155,
|
1847 |
+
"ndcg_exponential@10": 0.7094171939819591,
|
1848 |
+
"precision@1": 0.5119402985074627,
|
1849 |
+
"precision@5": 0.16388059701492536,
|
1850 |
+
"precision@10": 0.09029850746268654,
|
1851 |
+
"recall@1": 0.5119402985074627,
|
1852 |
+
"recall@5": 0.8194029850746268,
|
1853 |
+
"recall@10": 0.9029850746268657,
|
1854 |
+
"f1@1": 0.5119402985074627,
|
1855 |
+
"f1@5": 0.27313432835820906,
|
1856 |
+
"f1@10": 0.16417910447761197,
|
1857 |
+
"map@1": 0.5119402985074627,
|
1858 |
+
"map@5": 0.6349751243781094,
|
1859 |
+
"map@10": 0.6471256811182184,
|
1860 |
+
"mrr@1": 0.5119402985074627,
|
1861 |
+
"mrr@5": 0.6349751243781094,
|
1862 |
+
"mrr@10": 0.6471256811182184,
|
1863 |
+
"num_pred": 670,
|
1864 |
+
"num_data": 670
|
1865 |
+
},
|
1866 |
+
"VATEX": {
|
1867 |
+
"hit@1": 0.25480125055828495,
|
1868 |
+
"hit@5": 0.5022331397945511,
|
1869 |
+
"hit@10": 0.6257257704332291,
|
1870 |
+
"ndcg_linear@1": 0.25480125055828495,
|
1871 |
+
"ndcg_linear@5": 0.3845215525108707,
|
1872 |
+
"ndcg_linear@10": 0.424535131062796,
|
1873 |
+
"ndcg_exponential@1": 0.25480125055828495,
|
1874 |
+
"ndcg_exponential@5": 0.3845215525108707,
|
1875 |
+
"ndcg_exponential@10": 0.424535131062796,
|
1876 |
+
"precision@1": 0.25480125055828495,
|
1877 |
+
"precision@5": 0.10044662795891021,
|
1878 |
+
"precision@10": 0.0625725770433229,
|
1879 |
+
"recall@1": 0.25480125055828495,
|
1880 |
+
"recall@5": 0.5022331397945511,
|
1881 |
+
"recall@10": 0.6257257704332291,
|
1882 |
+
"f1@1": 0.25480125055828495,
|
1883 |
+
"f1@5": 0.16741104659818373,
|
1884 |
+
"f1@10": 0.11376832189695074,
|
1885 |
+
"map@1": 0.25480125055828495,
|
1886 |
+
"map@5": 0.3455709394074736,
|
1887 |
+
"map@10": 0.3621343676669715,
|
1888 |
+
"mrr@1": 0.25480125055828495,
|
1889 |
+
"mrr@5": 0.3455709394074736,
|
1890 |
+
"mrr@10": 0.3621343676669715,
|
1891 |
+
"num_pred": 4478,
|
1892 |
+
"num_data": 4478
|
1893 |
+
},
|
1894 |
+
"YouCook2": {
|
1895 |
+
"hit@1": 0.08304498269896193,
|
1896 |
+
"hit@5": 0.20383768480654293,
|
1897 |
+
"hit@10": 0.27555835168291914,
|
1898 |
+
"ndcg_linear@1": 0.08304498269896193,
|
1899 |
+
"ndcg_linear@5": 0.14383490736209545,
|
1900 |
+
"ndcg_linear@10": 0.16687835870318804,
|
1901 |
+
"ndcg_exponential@1": 0.08304498269896193,
|
1902 |
+
"ndcg_exponential@5": 0.14383490736209545,
|
1903 |
+
"ndcg_exponential@10": 0.16687835870318804,
|
1904 |
+
"precision@1": 0.08304498269896193,
|
1905 |
+
"precision@5": 0.040767536961308595,
|
1906 |
+
"precision@10": 0.027555835168291912,
|
1907 |
+
"recall@1": 0.08304498269896193,
|
1908 |
+
"recall@5": 0.20383768480654293,
|
1909 |
+
"recall@10": 0.27555835168291914,
|
1910 |
+
"f1@1": 0.08304498269896193,
|
1911 |
+
"f1@5": 0.06794589493551431,
|
1912 |
+
"f1@10": 0.05010151848780348,
|
1913 |
+
"map@1": 0.08304498269896193,
|
1914 |
+
"map@5": 0.12420572507077696,
|
1915 |
+
"map@10": 0.1336312956555171,
|
1916 |
+
"mrr@1": 0.08304498269896193,
|
1917 |
+
"mrr@5": 0.12420572507077696,
|
1918 |
+
"mrr@10": 0.1336312956555171,
|
1919 |
+
"num_pred": 3179,
|
1920 |
+
"num_data": 3179
|
1921 |
+
},
|
1922 |
+
"QVHighlight": {
|
1923 |
+
"hit@1": 0.5614035087719298,
|
1924 |
+
"hit@5": 0.9002770083102493,
|
1925 |
+
"hit@10": 1.0,
|
1926 |
+
"ndcg_linear@1": 0.5614035087719298,
|
1927 |
+
"ndcg_linear@5": 0.7407924298952855,
|
1928 |
+
"ndcg_linear@10": 0.7735024095042282,
|
1929 |
+
"ndcg_exponential@1": 0.5614035087719298,
|
1930 |
+
"ndcg_exponential@5": 0.7407924298952855,
|
1931 |
+
"ndcg_exponential@10": 0.7735024095042282,
|
1932 |
+
"precision@1": 0.5614035087719298,
|
1933 |
+
"precision@5": 0.18005540166204986,
|
1934 |
+
"precision@10": 0.09999999999999998,
|
1935 |
+
"recall@1": 0.5614035087719298,
|
1936 |
+
"recall@5": 0.9002770083102493,
|
1937 |
+
"recall@10": 1.0,
|
1938 |
+
"f1@1": 0.5614035087719298,
|
1939 |
+
"f1@5": 0.3000923361034165,
|
1940 |
+
"f1@10": 0.18181818181818185,
|
1941 |
+
"map@1": 0.5614035087719298,
|
1942 |
+
"map@5": 0.6878116343490305,
|
1943 |
+
"map@10": 0.7015799733251257,
|
1944 |
+
"mrr@1": 0.5614035087719298,
|
1945 |
+
"mrr@5": 0.6878116343490305,
|
1946 |
+
"mrr@10": 0.7015799733251257,
|
1947 |
+
"num_pred": 1083,
|
1948 |
+
"num_data": 1083
|
1949 |
+
},
|
1950 |
+
"Charades-STA": {
|
1951 |
+
"hit@1": 0.2310866574965612,
|
1952 |
+
"hit@5": 0.579092159559835,
|
1953 |
+
"hit@10": 1.0,
|
1954 |
+
"ndcg_linear@1": 0.2310866574965612,
|
1955 |
+
"ndcg_linear@5": 0.4033906194992593,
|
1956 |
+
"ndcg_linear@10": 0.536371536904694,
|
1957 |
+
"ndcg_exponential@1": 0.2310866574965612,
|
1958 |
+
"ndcg_exponential@5": 0.4033906194992593,
|
1959 |
+
"ndcg_exponential@10": 0.536371536904694,
|
1960 |
+
"precision@1": 0.2310866574965612,
|
1961 |
+
"precision@5": 0.11581843191196697,
|
1962 |
+
"precision@10": 0.09999999999999998,
|
1963 |
+
"recall@1": 0.2310866574965612,
|
1964 |
+
"recall@5": 0.579092159559835,
|
1965 |
+
"recall@10": 1.0,
|
1966 |
+
"f1@1": 0.2310866574965612,
|
1967 |
+
"f1@5": 0.19303071985327835,
|
1968 |
+
"f1@10": 0.18181818181818185,
|
1969 |
+
"map@1": 0.2310866574965612,
|
1970 |
+
"map@5": 0.34626318202659334,
|
1971 |
+
"map@10": 0.3993651885330015,
|
1972 |
+
"mrr@1": 0.2310866574965612,
|
1973 |
+
"mrr@5": 0.34626318202659334,
|
1974 |
+
"mrr@10": 0.3993651885330015,
|
1975 |
+
"num_pred": 727,
|
1976 |
+
"num_data": 727
|
1977 |
+
},
|
1978 |
+
"MomentSeeker": {
|
1979 |
+
"hit@1": 0.3983333333333333,
|
1980 |
+
"hit@5": 0.8933333333333333,
|
1981 |
+
"hit@10": 1.0,
|
1982 |
+
"ndcg_linear@1": 0.3983333333333333,
|
1983 |
+
"ndcg_linear@5": 0.6599758236791369,
|
1984 |
+
"ndcg_linear@10": 0.7007946293041442,
|
1985 |
+
"ndcg_exponential@1": 0.3983333333333333,
|
1986 |
+
"ndcg_exponential@5": 0.6599758236791369,
|
1987 |
+
"ndcg_exponential@10": 0.7007946293041442,
|
1988 |
+
"precision@1": 0.3983333333333333,
|
1989 |
+
"precision@5": 0.19666666666666666,
|
1990 |
+
"precision@10": 0.11277777777777781,
|
1991 |
+
"recall@1": 0.37331018518518516,
|
1992 |
+
"recall@5": 0.8786111111111111,
|
1993 |
+
"recall@10": 0.9979166666666667,
|
1994 |
+
"f1@1": 0.3808589065255732,
|
1995 |
+
"f1@5": 0.31611425611425614,
|
1996 |
+
"f1@10": 0.20004143233309898,
|
1997 |
+
"map@1": 0.3983333333333333,
|
1998 |
+
"map@5": 0.581275462962963,
|
1999 |
+
"map@10": 0.6006451719576719,
|
2000 |
+
"mrr@1": 0.3983333333333333,
|
2001 |
+
"mrr@5": 0.5919074074074074,
|
2002 |
+
"mrr@10": 0.6069757495590828,
|
2003 |
+
"num_pred": 1800,
|
2004 |
+
"num_data": 1800
|
2005 |
+
},
|
2006 |
+
"K700": {
|
2007 |
+
"hit@1": 0.336,
|
2008 |
+
"hit@5": 0.597,
|
2009 |
+
"hit@10": 0.682,
|
2010 |
+
"ndcg_linear@1": 0.336,
|
2011 |
+
"ndcg_linear@5": 0.4756886173262798,
|
2012 |
+
"ndcg_linear@10": 0.5032993792539354,
|
2013 |
+
"ndcg_exponential@1": 0.336,
|
2014 |
+
"ndcg_exponential@5": 0.4756886173262798,
|
2015 |
+
"ndcg_exponential@10": 0.5032993792539354,
|
2016 |
+
"precision@1": 0.336,
|
2017 |
+
"precision@5": 0.11939999999999998,
|
2018 |
+
"precision@10": 0.06819999999999998,
|
2019 |
+
"recall@1": 0.336,
|
2020 |
+
"recall@5": 0.597,
|
2021 |
+
"recall@10": 0.682,
|
2022 |
+
"f1@1": 0.336,
|
2023 |
+
"f1@5": 0.19900000000000007,
|
2024 |
+
"f1@10": 0.12400000000000001,
|
2025 |
+
"map@1": 0.336,
|
2026 |
+
"map@5": 0.4351833333333333,
|
2027 |
+
"map@10": 0.44665039682539687,
|
2028 |
+
"mrr@1": 0.336,
|
2029 |
+
"mrr@5": 0.4351833333333333,
|
2030 |
+
"mrr@10": 0.44665039682539687,
|
2031 |
+
"num_pred": 1000,
|
2032 |
+
"num_data": 1000
|
2033 |
+
},
|
2034 |
+
"SmthSmthV2": {
|
2035 |
+
"hit@1": 0.258,
|
2036 |
+
"hit@5": 0.5,
|
2037 |
+
"hit@10": 0.616,
|
2038 |
+
"ndcg_linear@1": 0.258,
|
2039 |
+
"ndcg_linear@5": 0.38271457744227416,
|
2040 |
+
"ndcg_linear@10": 0.420262053977457,
|
2041 |
+
"ndcg_exponential@1": 0.258,
|
2042 |
+
"ndcg_exponential@5": 0.38271457744227416,
|
2043 |
+
"ndcg_exponential@10": 0.420262053977457,
|
2044 |
+
"precision@1": 0.258,
|
2045 |
+
"precision@5": 0.09999999999999999,
|
2046 |
+
"precision@10": 0.061599999999999995,
|
2047 |
+
"recall@1": 0.258,
|
2048 |
+
"recall@5": 0.5,
|
2049 |
+
"recall@10": 0.616,
|
2050 |
+
"f1@1": 0.258,
|
2051 |
+
"f1@5": 0.1666666666666667,
|
2052 |
+
"f1@10": 0.11200000000000003,
|
2053 |
+
"map@1": 0.258,
|
2054 |
+
"map@5": 0.3440833333333333,
|
2055 |
+
"map@10": 0.3595972222222223,
|
2056 |
+
"mrr@1": 0.258,
|
2057 |
+
"mrr@5": 0.3440833333333333,
|
2058 |
+
"mrr@10": 0.3595972222222223,
|
2059 |
+
"num_pred": 1000,
|
2060 |
+
"num_data": 1000
|
2061 |
+
},
|
2062 |
+
"HMDB51": {
|
2063 |
+
"hit@1": 0.405,
|
2064 |
+
"hit@5": 0.712,
|
2065 |
+
"hit@10": 0.846,
|
2066 |
+
"ndcg_linear@1": 0.405,
|
2067 |
+
"ndcg_linear@5": 0.5678025398963054,
|
2068 |
+
"ndcg_linear@10": 0.6115324259511261,
|
2069 |
+
"ndcg_exponential@1": 0.405,
|
2070 |
+
"ndcg_exponential@5": 0.5678025398963054,
|
2071 |
+
"ndcg_exponential@10": 0.6115324259511261,
|
2072 |
+
"precision@1": 0.405,
|
2073 |
+
"precision@5": 0.14239999999999997,
|
2074 |
+
"precision@10": 0.08460000000000001,
|
2075 |
+
"recall@1": 0.405,
|
2076 |
+
"recall@5": 0.712,
|
2077 |
+
"recall@10": 0.846,
|
2078 |
+
"f1@1": 0.405,
|
2079 |
+
"f1@5": 0.23733333333333337,
|
2080 |
+
"f1@10": 0.15381818181818183,
|
2081 |
+
"map@1": 0.405,
|
2082 |
+
"map@5": 0.5199166666666667,
|
2083 |
+
"map@10": 0.5381884920634921,
|
2084 |
+
"mrr@1": 0.405,
|
2085 |
+
"mrr@5": 0.5199166666666667,
|
2086 |
+
"mrr@10": 0.5381884920634921,
|
2087 |
+
"num_pred": 1000,
|
2088 |
+
"num_data": 1000
|
2089 |
+
},
|
2090 |
+
"UCF101": {
|
2091 |
+
"hit@1": 0.472,
|
2092 |
+
"hit@5": 0.697,
|
2093 |
+
"hit@10": 0.77,
|
2094 |
+
"ndcg_linear@1": 0.472,
|
2095 |
+
"ndcg_linear@5": 0.5931389878525704,
|
2096 |
+
"ndcg_linear@10": 0.617250927184833,
|
2097 |
+
"ndcg_exponential@1": 0.472,
|
2098 |
+
"ndcg_exponential@5": 0.5931389878525704,
|
2099 |
+
"ndcg_exponential@10": 0.617250927184833,
|
2100 |
+
"precision@1": 0.472,
|
2101 |
+
"precision@5": 0.13939999999999997,
|
2102 |
+
"precision@10": 0.077,
|
2103 |
+
"recall@1": 0.472,
|
2104 |
+
"recall@5": 0.697,
|
2105 |
+
"recall@10": 0.77,
|
2106 |
+
"f1@1": 0.472,
|
2107 |
+
"f1@5": 0.23233333333333336,
|
2108 |
+
"f1@10": 0.14000000000000004,
|
2109 |
+
"map@1": 0.472,
|
2110 |
+
"map@5": 0.5584166666666667,
|
2111 |
+
"map@10": 0.5686690476190476,
|
2112 |
+
"mrr@1": 0.472,
|
2113 |
+
"mrr@5": 0.5584166666666667,
|
2114 |
+
"mrr@10": 0.5686690476190476,
|
2115 |
+
"num_pred": 1000,
|
2116 |
+
"num_data": 1000
|
2117 |
+
},
|
2118 |
+
"Breakfast": {
|
2119 |
+
"hit@1": 0.22401847575057737,
|
2120 |
+
"hit@5": 0.5681293302540416,
|
2121 |
+
"hit@10": 1.0,
|
2122 |
+
"ndcg_linear@1": 0.22401847575057737,
|
2123 |
+
"ndcg_linear@5": 0.3947951293061271,
|
2124 |
+
"ndcg_linear@10": 0.5329660131807381,
|
2125 |
+
"ndcg_exponential@1": 0.22401847575057737,
|
2126 |
+
"ndcg_exponential@5": 0.3947951293061271,
|
2127 |
+
"ndcg_exponential@10": 0.5329660131807381,
|
2128 |
+
"precision@1": 0.22401847575057737,
|
2129 |
+
"precision@5": 0.11362586605080831,
|
2130 |
+
"precision@10": 0.1,
|
2131 |
+
"recall@1": 0.22401847575057737,
|
2132 |
+
"recall@5": 0.5681293302540416,
|
2133 |
+
"recall@10": 1.0,
|
2134 |
+
"f1@1": 0.22401847575057737,
|
2135 |
+
"f1@5": 0.18937644341801388,
|
2136 |
+
"f1@10": 0.1818181818181818,
|
2137 |
+
"map@1": 0.22401847575057737,
|
2138 |
+
"map@5": 0.33864511162432637,
|
2139 |
+
"map@10": 0.39484768503244255,
|
2140 |
+
"mrr@1": 0.22401847575057737,
|
2141 |
+
"mrr@5": 0.33864511162432637,
|
2142 |
+
"mrr@10": 0.39484768503244255,
|
2143 |
+
"num_pred": 433,
|
2144 |
+
"num_data": 433
|
2145 |
+
},
|
2146 |
+
"MVBench": {
|
2147 |
+
"hit@1": 0.3935,
|
2148 |
+
"hit@5": 1.0,
|
2149 |
+
"hit@10": 1.0,
|
2150 |
+
"ndcg_linear@1": 0.3935,
|
2151 |
+
"ndcg_linear@5": 0.7260617229344739,
|
2152 |
+
"ndcg_linear@10": 0.7260617229344739,
|
2153 |
+
"ndcg_exponential@1": 0.3935,
|
2154 |
+
"ndcg_exponential@5": 0.7260617229344739,
|
2155 |
+
"ndcg_exponential@10": 0.7260617229344739,
|
2156 |
+
"precision@1": 0.3935,
|
2157 |
+
"precision@5": 0.20000000000000004,
|
2158 |
+
"precision@10": 0.10000000000000002,
|
2159 |
+
"recall@1": 0.3935,
|
2160 |
+
"recall@5": 1.0,
|
2161 |
+
"recall@10": 1.0,
|
2162 |
+
"f1@1": 0.3935,
|
2163 |
+
"f1@5": 0.3333333333333333,
|
2164 |
+
"f1@10": 0.18181818181818182,
|
2165 |
+
"map@1": 0.3935,
|
2166 |
+
"map@5": 0.6335958333333334,
|
2167 |
+
"map@10": 0.6335958333333334,
|
2168 |
+
"mrr@1": 0.3935,
|
2169 |
+
"mrr@5": 0.6335958333333334,
|
2170 |
+
"mrr@10": 0.6335958333333334,
|
2171 |
+
"num_pred": 4000,
|
2172 |
+
"num_data": 4000
|
2173 |
+
},
|
2174 |
+
"Video-MME": {
|
2175 |
+
"hit@1": 0.3611111111111111,
|
2176 |
+
"hit@5": 1.0,
|
2177 |
+
"hit@10": 1.0,
|
2178 |
+
"ndcg_linear@1": 0.3611111111111111,
|
2179 |
+
"ndcg_linear@5": 0.7035454102692541,
|
2180 |
+
"ndcg_linear@10": 0.7035454102692541,
|
2181 |
+
"ndcg_exponential@1": 0.3611111111111111,
|
2182 |
+
"ndcg_exponential@5": 0.7035454102692541,
|
2183 |
+
"ndcg_exponential@10": 0.7035454102692541,
|
2184 |
+
"precision@1": 0.3611111111111111,
|
2185 |
+
"precision@5": 0.19999999999999996,
|
2186 |
+
"precision@10": 0.09999999999999998,
|
2187 |
+
"recall@1": 0.3611111111111111,
|
2188 |
+
"recall@5": 1.0,
|
2189 |
+
"recall@10": 1.0,
|
2190 |
+
"f1@1": 0.3611111111111111,
|
2191 |
+
"f1@5": 0.3333333333333334,
|
2192 |
+
"f1@10": 0.18181818181818188,
|
2193 |
+
"map@1": 0.3611111111111111,
|
2194 |
+
"map@5": 0.6041666666666666,
|
2195 |
+
"map@10": 0.6041666666666666,
|
2196 |
+
"mrr@1": 0.3611111111111111,
|
2197 |
+
"mrr@5": 0.6041666666666666,
|
2198 |
+
"mrr@10": 0.6041666666666666,
|
2199 |
+
"num_pred": 2700,
|
2200 |
+
"num_data": 2700
|
2201 |
+
},
|
2202 |
+
"NExTQA": {
|
2203 |
+
"hit@1": 0.3835824381130313,
|
2204 |
+
"hit@5": 1.0,
|
2205 |
+
"hit@10": 1.0,
|
2206 |
+
"ndcg_linear@1": 0.3835824381130313,
|
2207 |
+
"ndcg_linear@5": 0.6966765713455354,
|
2208 |
+
"ndcg_linear@10": 0.6966765713455354,
|
2209 |
+
"ndcg_exponential@1": 0.3835824381130313,
|
2210 |
+
"ndcg_exponential@5": 0.6966765713455354,
|
2211 |
+
"ndcg_exponential@10": 0.6966765713455354,
|
2212 |
+
"precision@1": 0.3835824381130313,
|
2213 |
+
"precision@5": 0.20000000000000004,
|
2214 |
+
"precision@10": 0.10000000000000002,
|
2215 |
+
"recall@1": 0.3835824381130313,
|
2216 |
+
"recall@5": 1.0,
|
2217 |
+
"recall@10": 1.0,
|
2218 |
+
"f1@1": 0.3835824381130313,
|
2219 |
+
"f1@5": 0.3333333333333333,
|
2220 |
+
"f1@10": 0.1818181818181818,
|
2221 |
+
"map@1": 0.3835824381130313,
|
2222 |
+
"map@5": 0.5971547563443874,
|
2223 |
+
"map@10": 0.5971547563443874,
|
2224 |
+
"mrr@1": 0.3835824381130313,
|
2225 |
+
"mrr@5": 0.5970302039545384,
|
2226 |
+
"mrr@10": 0.5970302039545384,
|
2227 |
+
"num_pred": 8564,
|
2228 |
+
"num_data": 8564
|
2229 |
+
},
|
2230 |
+
"EgoSchema": {
|
2231 |
+
"hit@1": 0.262,
|
2232 |
+
"hit@5": 1.0,
|
2233 |
+
"hit@10": 1.0,
|
2234 |
+
"ndcg_linear@1": 0.262,
|
2235 |
+
"ndcg_linear@5": 0.6286337057373235,
|
2236 |
+
"ndcg_linear@10": 0.6286337057373235,
|
2237 |
+
"ndcg_exponential@1": 0.262,
|
2238 |
+
"ndcg_exponential@5": 0.6286337057373235,
|
2239 |
+
"ndcg_exponential@10": 0.6286337057373235,
|
2240 |
+
"precision@1": 0.262,
|
2241 |
+
"precision@5": 0.2,
|
2242 |
+
"precision@10": 0.1,
|
2243 |
+
"recall@1": 0.262,
|
2244 |
+
"recall@5": 1.0,
|
2245 |
+
"recall@10": 1.0,
|
2246 |
+
"f1@1": 0.262,
|
2247 |
+
"f1@5": 0.3333333333333333,
|
2248 |
+
"f1@10": 0.18181818181818182,
|
2249 |
+
"map@1": 0.262,
|
2250 |
+
"map@5": 0.5075666666666666,
|
2251 |
+
"map@10": 0.5075666666666666,
|
2252 |
+
"mrr@1": 0.262,
|
2253 |
+
"mrr@5": 0.5075666666666666,
|
2254 |
+
"mrr@10": 0.5075666666666666,
|
2255 |
+
"num_pred": 500,
|
2256 |
+
"num_data": 500
|
2257 |
+
},
|
2258 |
+
"ActivityNetQA": {
|
2259 |
+
"hit@1": 0.686,
|
2260 |
+
"hit@5": 1.0,
|
2261 |
+
"hit@10": 1.0,
|
2262 |
+
"ndcg_linear@1": 0.686,
|
2263 |
+
"ndcg_linear@5": 0.8841119426214378,
|
2264 |
+
"ndcg_linear@10": 0.8841119426214378,
|
2265 |
+
"ndcg_exponential@1": 0.686,
|
2266 |
+
"ndcg_exponential@5": 0.8841119426214378,
|
2267 |
+
"ndcg_exponential@10": 0.8841119426214378,
|
2268 |
+
"precision@1": 0.686,
|
2269 |
+
"precision@5": 0.20000000000000004,
|
2270 |
+
"precision@10": 0.10000000000000002,
|
2271 |
+
"recall@1": 0.686,
|
2272 |
+
"recall@5": 1.0,
|
2273 |
+
"recall@10": 1.0,
|
2274 |
+
"f1@1": 0.686,
|
2275 |
+
"f1@5": 0.3333333333333333,
|
2276 |
+
"f1@10": 0.18181818181818182,
|
2277 |
+
"map@1": 0.686,
|
2278 |
+
"map@5": 0.843,
|
2279 |
+
"map@10": 0.843,
|
2280 |
+
"mrr@1": 0.686,
|
2281 |
+
"mrr@5": 0.843,
|
2282 |
+
"mrr@10": 0.843,
|
2283 |
+
"num_pred": 1000,
|
2284 |
+
"num_data": 1000
|
2285 |
+
}
|
2286 |
+
}
|
2287 |
+
}
|
2288 |
+
}
|
scores/interestFM-UIR-CAFe-7B.json
ADDED
@@ -0,0 +1,2288 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"metadata": {
|
3 |
+
"model_name": "interestFM-UIR-CAFe-7B",
|
4 |
+
"model_size": 8.03,
|
5 |
+
"embedding_dimension": 3584,
|
6 |
+
"max_length_tokens": null,
|
7 |
+
"model_release_date": "",
|
8 |
+
"data_source": "Self-Reported",
|
9 |
+
"url": "https://arxiv.org/abs/2503.19900",
|
10 |
+
"report_generated_date": "2025-07-06T19:24:15.378448"
|
11 |
+
},
|
12 |
+
"metrics": {
|
13 |
+
"image": {
|
14 |
+
"ImageNet-1K": {
|
15 |
+
"hit@1": 0.773,
|
16 |
+
"hit@5": 0.96,
|
17 |
+
"hit@10": 0.977,
|
18 |
+
"ndcg_linear@1": 0.773,
|
19 |
+
"ndcg_linear@5": 0.879293123271392,
|
20 |
+
"ndcg_linear@10": 0.8849624317597117,
|
21 |
+
"ndcg_exponential@1": 0.773,
|
22 |
+
"ndcg_exponential@5": 0.879293123271392,
|
23 |
+
"ndcg_exponential@10": 0.8849624317597117,
|
24 |
+
"precision@1": 0.773,
|
25 |
+
"precision@5": 0.19200000000000003,
|
26 |
+
"precision@10": 0.09770000000000002,
|
27 |
+
"recall@1": 0.773,
|
28 |
+
"recall@5": 0.96,
|
29 |
+
"recall@10": 0.977,
|
30 |
+
"f1@1": 0.773,
|
31 |
+
"f1@5": 0.32,
|
32 |
+
"f1@10": 0.17763636363636362,
|
33 |
+
"map@1": 0.773,
|
34 |
+
"map@5": 0.8518333333333332,
|
35 |
+
"map@10": 0.8542746031746032,
|
36 |
+
"mrr@1": 0.773,
|
37 |
+
"mrr@5": 0.8518333333333332,
|
38 |
+
"mrr@10": 0.8542746031746032,
|
39 |
+
"num_pred": 1000,
|
40 |
+
"num_data": 1000
|
41 |
+
},
|
42 |
+
"N24News": {
|
43 |
+
"hit@1": 0.832,
|
44 |
+
"hit@5": 0.975,
|
45 |
+
"hit@10": 0.993,
|
46 |
+
"ndcg_linear@1": 0.832,
|
47 |
+
"ndcg_linear@5": 0.9144992338717455,
|
48 |
+
"ndcg_linear@10": 0.9204610407618088,
|
49 |
+
"ndcg_exponential@1": 0.832,
|
50 |
+
"ndcg_exponential@5": 0.9144992338717455,
|
51 |
+
"ndcg_exponential@10": 0.9204610407618088,
|
52 |
+
"precision@1": 0.832,
|
53 |
+
"precision@5": 0.19500000000000003,
|
54 |
+
"precision@10": 0.09930000000000001,
|
55 |
+
"recall@1": 0.832,
|
56 |
+
"recall@5": 0.975,
|
57 |
+
"recall@10": 0.993,
|
58 |
+
"f1@1": 0.832,
|
59 |
+
"f1@5": 0.325,
|
60 |
+
"f1@10": 0.18054545454545454,
|
61 |
+
"map@1": 0.832,
|
62 |
+
"map@5": 0.8938166666666666,
|
63 |
+
"map@10": 0.8963619047619047,
|
64 |
+
"mrr@1": 0.832,
|
65 |
+
"mrr@5": 0.8938166666666666,
|
66 |
+
"mrr@10": 0.8963619047619047,
|
67 |
+
"num_pred": 1000,
|
68 |
+
"num_data": 1000
|
69 |
+
},
|
70 |
+
"HatefulMemes": {
|
71 |
+
"hit@1": 0.787,
|
72 |
+
"hit@5": 1.0,
|
73 |
+
"hit@10": 1.0,
|
74 |
+
"ndcg_linear@1": 0.787,
|
75 |
+
"ndcg_linear@5": 0.9213880375107205,
|
76 |
+
"ndcg_linear@10": 0.9213880375107205,
|
77 |
+
"ndcg_exponential@1": 0.787,
|
78 |
+
"ndcg_exponential@5": 0.9213880375107205,
|
79 |
+
"ndcg_exponential@10": 0.9213880375107205,
|
80 |
+
"precision@1": 0.787,
|
81 |
+
"precision@5": 0.20000000000000004,
|
82 |
+
"precision@10": 0.10000000000000002,
|
83 |
+
"recall@1": 0.787,
|
84 |
+
"recall@5": 1.0,
|
85 |
+
"recall@10": 1.0,
|
86 |
+
"f1@1": 0.787,
|
87 |
+
"f1@5": 0.3333333333333333,
|
88 |
+
"f1@10": 0.18181818181818182,
|
89 |
+
"map@1": 0.787,
|
90 |
+
"map@5": 0.8935,
|
91 |
+
"map@10": 0.8935,
|
92 |
+
"mrr@1": 0.787,
|
93 |
+
"mrr@5": 0.8935,
|
94 |
+
"mrr@10": 0.8935,
|
95 |
+
"num_pred": 1000,
|
96 |
+
"num_data": 1000
|
97 |
+
},
|
98 |
+
"VOC2007": {
|
99 |
+
"hit@1": 0.898,
|
100 |
+
"hit@5": 0.992,
|
101 |
+
"hit@10": 0.997,
|
102 |
+
"ndcg_linear@1": 0.898,
|
103 |
+
"ndcg_linear@5": 0.954316143364622,
|
104 |
+
"ndcg_linear@10": 0.9559605174880735,
|
105 |
+
"ndcg_exponential@1": 0.898,
|
106 |
+
"ndcg_exponential@5": 0.954316143364622,
|
107 |
+
"ndcg_exponential@10": 0.9559605174880735,
|
108 |
+
"precision@1": 0.898,
|
109 |
+
"precision@5": 0.19840000000000002,
|
110 |
+
"precision@10": 0.09970000000000001,
|
111 |
+
"recall@1": 0.898,
|
112 |
+
"recall@5": 0.992,
|
113 |
+
"recall@10": 0.997,
|
114 |
+
"f1@1": 0.898,
|
115 |
+
"f1@5": 0.3306666666666666,
|
116 |
+
"f1@10": 0.18127272727272725,
|
117 |
+
"map@1": 0.898,
|
118 |
+
"map@5": 0.9412333333333334,
|
119 |
+
"map@10": 0.9419277777777778,
|
120 |
+
"mrr@1": 0.898,
|
121 |
+
"mrr@5": 0.9412333333333334,
|
122 |
+
"mrr@10": 0.9419277777777778,
|
123 |
+
"num_pred": 1000,
|
124 |
+
"num_data": 1000
|
125 |
+
},
|
126 |
+
"SUN397": {
|
127 |
+
"hit@1": 0.799,
|
128 |
+
"hit@5": 0.966,
|
129 |
+
"hit@10": 0.988,
|
130 |
+
"ndcg_linear@1": 0.799,
|
131 |
+
"ndcg_linear@5": 0.893012886780369,
|
132 |
+
"ndcg_linear@10": 0.9001201369125428,
|
133 |
+
"ndcg_exponential@1": 0.799,
|
134 |
+
"ndcg_exponential@5": 0.893012886780369,
|
135 |
+
"ndcg_exponential@10": 0.9001201369125428,
|
136 |
+
"precision@1": 0.799,
|
137 |
+
"precision@5": 0.19320000000000004,
|
138 |
+
"precision@10": 0.09880000000000001,
|
139 |
+
"recall@1": 0.799,
|
140 |
+
"recall@5": 0.966,
|
141 |
+
"recall@10": 0.988,
|
142 |
+
"f1@1": 0.799,
|
143 |
+
"f1@5": 0.322,
|
144 |
+
"f1@10": 0.1796363636363636,
|
145 |
+
"map@1": 0.799,
|
146 |
+
"map@5": 0.8682666666666666,
|
147 |
+
"map@10": 0.8711964285714285,
|
148 |
+
"mrr@1": 0.799,
|
149 |
+
"mrr@5": 0.8682666666666666,
|
150 |
+
"mrr@10": 0.8711964285714285,
|
151 |
+
"num_pred": 1000,
|
152 |
+
"num_data": 1000
|
153 |
+
},
|
154 |
+
"Place365": {
|
155 |
+
"hit@1": 0.45,
|
156 |
+
"hit@5": 0.733,
|
157 |
+
"hit@10": 0.811,
|
158 |
+
"ndcg_linear@1": 0.45,
|
159 |
+
"ndcg_linear@5": 0.6016100045062271,
|
160 |
+
"ndcg_linear@10": 0.6266867992188647,
|
161 |
+
"ndcg_exponential@1": 0.45,
|
162 |
+
"ndcg_exponential@5": 0.6016100045062271,
|
163 |
+
"ndcg_exponential@10": 0.6266867992188647,
|
164 |
+
"precision@1": 0.45,
|
165 |
+
"precision@5": 0.1466,
|
166 |
+
"precision@10": 0.08109999999999999,
|
167 |
+
"recall@1": 0.45,
|
168 |
+
"recall@5": 0.733,
|
169 |
+
"recall@10": 0.811,
|
170 |
+
"f1@1": 0.45,
|
171 |
+
"f1@5": 0.2443333333333334,
|
172 |
+
"f1@10": 0.14745454545454548,
|
173 |
+
"map@1": 0.45,
|
174 |
+
"map@5": 0.55785,
|
175 |
+
"map@10": 0.5681123015873015,
|
176 |
+
"mrr@1": 0.45,
|
177 |
+
"mrr@5": 0.55785,
|
178 |
+
"mrr@10": 0.5681123015873015,
|
179 |
+
"num_pred": 1000,
|
180 |
+
"num_data": 1000
|
181 |
+
},
|
182 |
+
"ImageNet-A": {
|
183 |
+
"hit@1": 0.552,
|
184 |
+
"hit@5": 0.811,
|
185 |
+
"hit@10": 0.859,
|
186 |
+
"ndcg_linear@1": 0.552,
|
187 |
+
"ndcg_linear@5": 0.6925636508258217,
|
188 |
+
"ndcg_linear@10": 0.7081164631731378,
|
189 |
+
"ndcg_exponential@1": 0.552,
|
190 |
+
"ndcg_exponential@5": 0.6925636508258217,
|
191 |
+
"ndcg_exponential@10": 0.7081164631731378,
|
192 |
+
"precision@1": 0.552,
|
193 |
+
"precision@5": 0.16219999999999998,
|
194 |
+
"precision@10": 0.0859,
|
195 |
+
"recall@1": 0.552,
|
196 |
+
"recall@5": 0.811,
|
197 |
+
"recall@10": 0.859,
|
198 |
+
"f1@1": 0.552,
|
199 |
+
"f1@5": 0.27033333333333337,
|
200 |
+
"f1@10": 0.1561818181818182,
|
201 |
+
"map@1": 0.552,
|
202 |
+
"map@5": 0.65285,
|
203 |
+
"map@10": 0.6592900793650794,
|
204 |
+
"mrr@1": 0.552,
|
205 |
+
"mrr@5": 0.65285,
|
206 |
+
"mrr@10": 0.6592900793650794,
|
207 |
+
"num_pred": 1000,
|
208 |
+
"num_data": 1000
|
209 |
+
},
|
210 |
+
"ImageNet-R": {
|
211 |
+
"hit@1": 0.88,
|
212 |
+
"hit@5": 0.978,
|
213 |
+
"hit@10": 0.987,
|
214 |
+
"ndcg_linear@1": 0.88,
|
215 |
+
"ndcg_linear@5": 0.9396692646511755,
|
216 |
+
"ndcg_linear@10": 0.9425753130392354,
|
217 |
+
"ndcg_exponential@1": 0.88,
|
218 |
+
"ndcg_exponential@5": 0.9396692646511755,
|
219 |
+
"ndcg_exponential@10": 0.9425753130392354,
|
220 |
+
"precision@1": 0.88,
|
221 |
+
"precision@5": 0.19560000000000002,
|
222 |
+
"precision@10": 0.09870000000000002,
|
223 |
+
"recall@1": 0.88,
|
224 |
+
"recall@5": 0.978,
|
225 |
+
"recall@10": 0.987,
|
226 |
+
"f1@1": 0.88,
|
227 |
+
"f1@5": 0.326,
|
228 |
+
"f1@10": 0.17945454545454545,
|
229 |
+
"map@1": 0.88,
|
230 |
+
"map@5": 0.9262833333333333,
|
231 |
+
"map@10": 0.9274833333333333,
|
232 |
+
"mrr@1": 0.88,
|
233 |
+
"mrr@5": 0.9262833333333333,
|
234 |
+
"mrr@10": 0.9274833333333333,
|
235 |
+
"num_pred": 1000,
|
236 |
+
"num_data": 1000
|
237 |
+
},
|
238 |
+
"ObjectNet": {
|
239 |
+
"hit@1": 0.225,
|
240 |
+
"hit@5": 0.489,
|
241 |
+
"hit@10": 0.576,
|
242 |
+
"ndcg_linear@1": 0.225,
|
243 |
+
"ndcg_linear@5": 0.367340402419445,
|
244 |
+
"ndcg_linear@10": 0.39538775957421374,
|
245 |
+
"ndcg_exponential@1": 0.225,
|
246 |
+
"ndcg_exponential@5": 0.367340402419445,
|
247 |
+
"ndcg_exponential@10": 0.39538775957421374,
|
248 |
+
"precision@1": 0.225,
|
249 |
+
"precision@5": 0.0978,
|
250 |
+
"precision@10": 0.05759999999999999,
|
251 |
+
"recall@1": 0.225,
|
252 |
+
"recall@5": 0.489,
|
253 |
+
"recall@10": 0.576,
|
254 |
+
"f1@1": 0.225,
|
255 |
+
"f1@5": 0.16300000000000003,
|
256 |
+
"f1@10": 0.10472727272727275,
|
257 |
+
"map@1": 0.225,
|
258 |
+
"map@5": 0.3266833333333333,
|
259 |
+
"map@10": 0.33821190476190477,
|
260 |
+
"mrr@1": 0.225,
|
261 |
+
"mrr@5": 0.3266833333333333,
|
262 |
+
"mrr@10": 0.33821190476190477,
|
263 |
+
"num_pred": 1000,
|
264 |
+
"num_data": 1000
|
265 |
+
},
|
266 |
+
"Country211": {
|
267 |
+
"hit@1": 0.167,
|
268 |
+
"hit@5": 0.367,
|
269 |
+
"hit@10": 0.477,
|
270 |
+
"ndcg_linear@1": 0.167,
|
271 |
+
"ndcg_linear@5": 0.2701216657166709,
|
272 |
+
"ndcg_linear@10": 0.3055513781231674,
|
273 |
+
"ndcg_exponential@1": 0.167,
|
274 |
+
"ndcg_exponential@5": 0.2701216657166709,
|
275 |
+
"ndcg_exponential@10": 0.3055513781231674,
|
276 |
+
"precision@1": 0.167,
|
277 |
+
"precision@5": 0.07339999999999999,
|
278 |
+
"precision@10": 0.04769999999999999,
|
279 |
+
"recall@1": 0.167,
|
280 |
+
"recall@5": 0.367,
|
281 |
+
"recall@10": 0.477,
|
282 |
+
"f1@1": 0.167,
|
283 |
+
"f1@5": 0.12233333333333336,
|
284 |
+
"f1@10": 0.08672727272727275,
|
285 |
+
"map@1": 0.167,
|
286 |
+
"map@5": 0.23825,
|
287 |
+
"map@10": 0.2527888888888889,
|
288 |
+
"mrr@1": 0.167,
|
289 |
+
"mrr@5": 0.23825,
|
290 |
+
"mrr@10": 0.2527888888888889,
|
291 |
+
"num_pred": 1000,
|
292 |
+
"num_data": 1000
|
293 |
+
},
|
294 |
+
"OK-VQA": {
|
295 |
+
"hit@1": 0.673,
|
296 |
+
"hit@5": 0.908,
|
297 |
+
"hit@10": 0.953,
|
298 |
+
"ndcg_linear@1": 0.673,
|
299 |
+
"ndcg_linear@5": 0.8024720312022042,
|
300 |
+
"ndcg_linear@10": 0.817254493109899,
|
301 |
+
"ndcg_exponential@1": 0.673,
|
302 |
+
"ndcg_exponential@5": 0.8024720312022042,
|
303 |
+
"ndcg_exponential@10": 0.817254493109899,
|
304 |
+
"precision@1": 0.673,
|
305 |
+
"precision@5": 0.1816,
|
306 |
+
"precision@10": 0.09530000000000001,
|
307 |
+
"recall@1": 0.673,
|
308 |
+
"recall@5": 0.908,
|
309 |
+
"recall@10": 0.953,
|
310 |
+
"f1@1": 0.673,
|
311 |
+
"f1@5": 0.3026666666666667,
|
312 |
+
"f1@10": 0.17327272727272724,
|
313 |
+
"map@1": 0.673,
|
314 |
+
"map@5": 0.76695,
|
315 |
+
"map@10": 0.7731849206349207,
|
316 |
+
"mrr@1": 0.673,
|
317 |
+
"mrr@5": 0.76695,
|
318 |
+
"mrr@10": 0.7731849206349207,
|
319 |
+
"num_pred": 1000,
|
320 |
+
"num_data": 1000
|
321 |
+
},
|
322 |
+
"A-OKVQA": {
|
323 |
+
"hit@1": 0.638,
|
324 |
+
"hit@5": 0.908,
|
325 |
+
"hit@10": 0.952,
|
326 |
+
"ndcg_linear@1": 0.638,
|
327 |
+
"ndcg_linear@5": 0.7855756805878861,
|
328 |
+
"ndcg_linear@10": 0.7999697905657465,
|
329 |
+
"ndcg_exponential@1": 0.638,
|
330 |
+
"ndcg_exponential@5": 0.7855756805878861,
|
331 |
+
"ndcg_exponential@10": 0.7999697905657465,
|
332 |
+
"precision@1": 0.638,
|
333 |
+
"precision@5": 0.1816,
|
334 |
+
"precision@10": 0.09520000000000002,
|
335 |
+
"recall@1": 0.638,
|
336 |
+
"recall@5": 0.908,
|
337 |
+
"recall@10": 0.952,
|
338 |
+
"f1@1": 0.638,
|
339 |
+
"f1@5": 0.3026666666666667,
|
340 |
+
"f1@10": 0.17309090909090907,
|
341 |
+
"map@1": 0.638,
|
342 |
+
"map@5": 0.7443833333333333,
|
343 |
+
"map@10": 0.7504174603174603,
|
344 |
+
"mrr@1": 0.638,
|
345 |
+
"mrr@5": 0.7443833333333333,
|
346 |
+
"mrr@10": 0.7504174603174603,
|
347 |
+
"num_pred": 1000,
|
348 |
+
"num_data": 1000
|
349 |
+
},
|
350 |
+
"DocVQA": {
|
351 |
+
"hit@1": 0.792,
|
352 |
+
"hit@5": 0.924,
|
353 |
+
"hit@10": 0.952,
|
354 |
+
"ndcg_linear@1": 0.792,
|
355 |
+
"ndcg_linear@5": 0.8668966406843204,
|
356 |
+
"ndcg_linear@10": 0.8761874494423169,
|
357 |
+
"ndcg_exponential@1": 0.792,
|
358 |
+
"ndcg_exponential@5": 0.8668966406843204,
|
359 |
+
"ndcg_exponential@10": 0.8761874494423169,
|
360 |
+
"precision@1": 0.792,
|
361 |
+
"precision@5": 0.18480000000000002,
|
362 |
+
"precision@10": 0.09520000000000002,
|
363 |
+
"recall@1": 0.792,
|
364 |
+
"recall@5": 0.924,
|
365 |
+
"recall@10": 0.952,
|
366 |
+
"f1@1": 0.792,
|
367 |
+
"f1@5": 0.30800000000000005,
|
368 |
+
"f1@10": 0.1730909090909091,
|
369 |
+
"map@1": 0.792,
|
370 |
+
"map@5": 0.8474833333333334,
|
371 |
+
"map@10": 0.851452380952381,
|
372 |
+
"mrr@1": 0.792,
|
373 |
+
"mrr@5": 0.8474833333333334,
|
374 |
+
"mrr@10": 0.851452380952381,
|
375 |
+
"num_pred": 1000,
|
376 |
+
"num_data": 1000
|
377 |
+
},
|
378 |
+
"InfographicsVQA": {
|
379 |
+
"hit@1": 0.533,
|
380 |
+
"hit@5": 0.782,
|
381 |
+
"hit@10": 0.852,
|
382 |
+
"ndcg_linear@1": 0.533,
|
383 |
+
"ndcg_linear@5": 0.6697303286806052,
|
384 |
+
"ndcg_linear@10": 0.6926181523192574,
|
385 |
+
"ndcg_exponential@1": 0.533,
|
386 |
+
"ndcg_exponential@5": 0.6697303286806052,
|
387 |
+
"ndcg_exponential@10": 0.6926181523192574,
|
388 |
+
"precision@1": 0.533,
|
389 |
+
"precision@5": 0.1564,
|
390 |
+
"precision@10": 0.08520000000000001,
|
391 |
+
"recall@1": 0.533,
|
392 |
+
"recall@5": 0.782,
|
393 |
+
"recall@10": 0.852,
|
394 |
+
"f1@1": 0.533,
|
395 |
+
"f1@5": 0.26066666666666677,
|
396 |
+
"f1@10": 0.1549090909090909,
|
397 |
+
"map@1": 0.533,
|
398 |
+
"map@5": 0.6320333333333333,
|
399 |
+
"map@10": 0.6416277777777777,
|
400 |
+
"mrr@1": 0.533,
|
401 |
+
"mrr@5": 0.6320333333333333,
|
402 |
+
"mrr@10": 0.6416277777777777,
|
403 |
+
"num_pred": 1000,
|
404 |
+
"num_data": 1000
|
405 |
+
},
|
406 |
+
"ChartQA": {
|
407 |
+
"hit@1": 0.488,
|
408 |
+
"hit@5": 0.714,
|
409 |
+
"hit@10": 0.791,
|
410 |
+
"ndcg_linear@1": 0.488,
|
411 |
+
"ndcg_linear@5": 0.6125176356298451,
|
412 |
+
"ndcg_linear@10": 0.6377114946613883,
|
413 |
+
"ndcg_exponential@1": 0.488,
|
414 |
+
"ndcg_exponential@5": 0.6125176356298451,
|
415 |
+
"ndcg_exponential@10": 0.6377114946613883,
|
416 |
+
"precision@1": 0.488,
|
417 |
+
"precision@5": 0.1428,
|
418 |
+
"precision@10": 0.0791,
|
419 |
+
"recall@1": 0.488,
|
420 |
+
"recall@5": 0.714,
|
421 |
+
"recall@10": 0.791,
|
422 |
+
"f1@1": 0.488,
|
423 |
+
"f1@5": 0.23800000000000004,
|
424 |
+
"f1@10": 0.14381818181818184,
|
425 |
+
"map@1": 0.488,
|
426 |
+
"map@5": 0.5783666666666668,
|
427 |
+
"map@10": 0.5889353174603174,
|
428 |
+
"mrr@1": 0.488,
|
429 |
+
"mrr@5": 0.5783666666666668,
|
430 |
+
"mrr@10": 0.5889353174603174,
|
431 |
+
"num_pred": 1000,
|
432 |
+
"num_data": 1000
|
433 |
+
},
|
434 |
+
"Visual7W": {
|
435 |
+
"hit@1": 0.525,
|
436 |
+
"hit@5": 0.889,
|
437 |
+
"hit@10": 0.951,
|
438 |
+
"ndcg_linear@1": 0.525,
|
439 |
+
"ndcg_linear@5": 0.7274581000650043,
|
440 |
+
"ndcg_linear@10": 0.7480963739729751,
|
441 |
+
"ndcg_exponential@1": 0.525,
|
442 |
+
"ndcg_exponential@5": 0.7274581000650043,
|
443 |
+
"ndcg_exponential@10": 0.7480963739729751,
|
444 |
+
"precision@1": 0.525,
|
445 |
+
"precision@5": 0.1778,
|
446 |
+
"precision@10": 0.09510000000000002,
|
447 |
+
"recall@1": 0.525,
|
448 |
+
"recall@5": 0.889,
|
449 |
+
"recall@10": 0.951,
|
450 |
+
"f1@1": 0.525,
|
451 |
+
"f1@5": 0.29633333333333334,
|
452 |
+
"f1@10": 0.17290909090909087,
|
453 |
+
"map@1": 0.525,
|
454 |
+
"map@5": 0.6728999999999999,
|
455 |
+
"map@10": 0.6817555555555554,
|
456 |
+
"mrr@1": 0.525,
|
457 |
+
"mrr@5": 0.6728999999999999,
|
458 |
+
"mrr@10": 0.6817555555555554,
|
459 |
+
"num_pred": 1000,
|
460 |
+
"num_data": 1000
|
461 |
+
},
|
462 |
+
"ScienceQA": {
|
463 |
+
"hit@1": 0.654,
|
464 |
+
"hit@5": 0.898,
|
465 |
+
"hit@10": 0.969,
|
466 |
+
"ndcg_linear@1": 0.654,
|
467 |
+
"ndcg_linear@5": 0.7877321093574071,
|
468 |
+
"ndcg_linear@10": 0.8107980088337468,
|
469 |
+
"ndcg_exponential@1": 0.654,
|
470 |
+
"ndcg_exponential@5": 0.7877321093574071,
|
471 |
+
"ndcg_exponential@10": 0.8107980088337468,
|
472 |
+
"precision@1": 0.654,
|
473 |
+
"precision@5": 0.1796,
|
474 |
+
"precision@10": 0.0969,
|
475 |
+
"recall@1": 0.654,
|
476 |
+
"recall@5": 0.898,
|
477 |
+
"recall@10": 0.969,
|
478 |
+
"f1@1": 0.654,
|
479 |
+
"f1@5": 0.2993333333333334,
|
480 |
+
"f1@10": 0.17618181818181816,
|
481 |
+
"map@1": 0.654,
|
482 |
+
"map@5": 0.7507333333333334,
|
483 |
+
"map@10": 0.7603190476190477,
|
484 |
+
"mrr@1": 0.654,
|
485 |
+
"mrr@5": 0.7507333333333334,
|
486 |
+
"mrr@10": 0.7603190476190477,
|
487 |
+
"num_pred": 1000,
|
488 |
+
"num_data": 1000
|
489 |
+
},
|
490 |
+
"VizWiz": {
|
491 |
+
"hit@1": 0.438,
|
492 |
+
"hit@5": 0.626,
|
493 |
+
"hit@10": 0.678,
|
494 |
+
"ndcg_linear@1": 0.438,
|
495 |
+
"ndcg_linear@5": 0.5408422615778652,
|
496 |
+
"ndcg_linear@10": 0.5578950879390315,
|
497 |
+
"ndcg_exponential@1": 0.438,
|
498 |
+
"ndcg_exponential@5": 0.5408422615778652,
|
499 |
+
"ndcg_exponential@10": 0.5578950879390315,
|
500 |
+
"precision@1": 0.438,
|
501 |
+
"precision@5": 0.12519999999999998,
|
502 |
+
"precision@10": 0.0678,
|
503 |
+
"recall@1": 0.438,
|
504 |
+
"recall@5": 0.626,
|
505 |
+
"recall@10": 0.678,
|
506 |
+
"f1@1": 0.438,
|
507 |
+
"f1@5": 0.20866666666666672,
|
508 |
+
"f1@10": 0.12327272727272728,
|
509 |
+
"map@1": 0.438,
|
510 |
+
"map@5": 0.5122666666666666,
|
511 |
+
"map@10": 0.5194404761904762,
|
512 |
+
"mrr@1": 0.438,
|
513 |
+
"mrr@5": 0.5122666666666666,
|
514 |
+
"mrr@10": 0.5194404761904762,
|
515 |
+
"num_pred": 1000,
|
516 |
+
"num_data": 1000
|
517 |
+
},
|
518 |
+
"GQA": {
|
519 |
+
"hit@1": 0.657,
|
520 |
+
"hit@5": 0.909,
|
521 |
+
"hit@10": 0.952,
|
522 |
+
"ndcg_linear@1": 0.657,
|
523 |
+
"ndcg_linear@5": 0.7944896569079055,
|
524 |
+
"ndcg_linear@10": 0.8085316938535022,
|
525 |
+
"ndcg_exponential@1": 0.657,
|
526 |
+
"ndcg_exponential@5": 0.7944896569079055,
|
527 |
+
"ndcg_exponential@10": 0.8085316938535022,
|
528 |
+
"precision@1": 0.657,
|
529 |
+
"precision@5": 0.18180000000000002,
|
530 |
+
"precision@10": 0.09520000000000002,
|
531 |
+
"recall@1": 0.657,
|
532 |
+
"recall@5": 0.909,
|
533 |
+
"recall@10": 0.952,
|
534 |
+
"f1@1": 0.657,
|
535 |
+
"f1@5": 0.303,
|
536 |
+
"f1@10": 0.17309090909090907,
|
537 |
+
"map@1": 0.657,
|
538 |
+
"map@5": 0.7560500000000001,
|
539 |
+
"map@10": 0.7619194444444445,
|
540 |
+
"mrr@1": 0.657,
|
541 |
+
"mrr@5": 0.7560500000000001,
|
542 |
+
"mrr@10": 0.7619194444444445,
|
543 |
+
"num_pred": 1000,
|
544 |
+
"num_data": 1000
|
545 |
+
},
|
546 |
+
"TextVQA": {
|
547 |
+
"hit@1": 0.768,
|
548 |
+
"hit@5": 0.868,
|
549 |
+
"hit@10": 0.891,
|
550 |
+
"ndcg_linear@1": 0.768,
|
551 |
+
"ndcg_linear@5": 0.8242318735618099,
|
552 |
+
"ndcg_linear@10": 0.8314677549644637,
|
553 |
+
"ndcg_exponential@1": 0.768,
|
554 |
+
"ndcg_exponential@5": 0.8242318735618099,
|
555 |
+
"ndcg_exponential@10": 0.8314677549644637,
|
556 |
+
"precision@1": 0.768,
|
557 |
+
"precision@5": 0.17360000000000003,
|
558 |
+
"precision@10": 0.08910000000000001,
|
559 |
+
"recall@1": 0.768,
|
560 |
+
"recall@5": 0.868,
|
561 |
+
"recall@10": 0.891,
|
562 |
+
"f1@1": 0.768,
|
563 |
+
"f1@5": 0.2893333333333334,
|
564 |
+
"f1@10": 0.162,
|
565 |
+
"map@1": 0.768,
|
566 |
+
"map@5": 0.8094,
|
567 |
+
"map@10": 0.8122662698412698,
|
568 |
+
"mrr@1": 0.768,
|
569 |
+
"mrr@5": 0.8094,
|
570 |
+
"mrr@10": 0.8122662698412698,
|
571 |
+
"num_pred": 1000,
|
572 |
+
"num_data": 1000
|
573 |
+
},
|
574 |
+
"VisDial": {
|
575 |
+
"hit@1": 0.827,
|
576 |
+
"hit@5": 0.968,
|
577 |
+
"hit@10": 0.988,
|
578 |
+
"ndcg_linear@1": 0.827,
|
579 |
+
"ndcg_linear@5": 0.9062675177320464,
|
580 |
+
"ndcg_linear@10": 0.9128169763799074,
|
581 |
+
"ndcg_exponential@1": 0.827,
|
582 |
+
"ndcg_exponential@5": 0.9062675177320464,
|
583 |
+
"ndcg_exponential@10": 0.9128169763799074,
|
584 |
+
"precision@1": 0.827,
|
585 |
+
"precision@5": 0.19360000000000002,
|
586 |
+
"precision@10": 0.09880000000000001,
|
587 |
+
"recall@1": 0.827,
|
588 |
+
"recall@5": 0.968,
|
589 |
+
"recall@10": 0.988,
|
590 |
+
"f1@1": 0.827,
|
591 |
+
"f1@5": 0.3226666666666666,
|
592 |
+
"f1@10": 0.17963636363636362,
|
593 |
+
"map@1": 0.827,
|
594 |
+
"map@5": 0.8853666666666666,
|
595 |
+
"map@10": 0.8881170634920637,
|
596 |
+
"mrr@1": 0.827,
|
597 |
+
"mrr@5": 0.8853666666666666,
|
598 |
+
"mrr@10": 0.8881170634920637,
|
599 |
+
"num_pred": 1000,
|
600 |
+
"num_data": 1000
|
601 |
+
},
|
602 |
+
"CIRR": {
|
603 |
+
"hit@1": 0.604,
|
604 |
+
"hit@5": 0.91,
|
605 |
+
"hit@10": 0.951,
|
606 |
+
"ndcg_linear@1": 0.604,
|
607 |
+
"ndcg_linear@5": 0.7738750178661963,
|
608 |
+
"ndcg_linear@10": 0.7873057626471264,
|
609 |
+
"ndcg_exponential@1": 0.604,
|
610 |
+
"ndcg_exponential@5": 0.7738750178661963,
|
611 |
+
"ndcg_exponential@10": 0.7873057626471264,
|
612 |
+
"precision@1": 0.604,
|
613 |
+
"precision@5": 0.18200000000000002,
|
614 |
+
"precision@10": 0.0951,
|
615 |
+
"recall@1": 0.604,
|
616 |
+
"recall@5": 0.91,
|
617 |
+
"recall@10": 0.951,
|
618 |
+
"f1@1": 0.604,
|
619 |
+
"f1@5": 0.30333333333333334,
|
620 |
+
"f1@10": 0.1729090909090909,
|
621 |
+
"map@1": 0.604,
|
622 |
+
"map@5": 0.7279333333333334,
|
623 |
+
"map@10": 0.7335753968253969,
|
624 |
+
"mrr@1": 0.604,
|
625 |
+
"mrr@5": 0.7279333333333334,
|
626 |
+
"mrr@10": 0.7335753968253969,
|
627 |
+
"num_pred": 1000,
|
628 |
+
"num_data": 1000
|
629 |
+
},
|
630 |
+
"VisualNews_t2i": {
|
631 |
+
"hit@1": 0.695,
|
632 |
+
"hit@5": 0.858,
|
633 |
+
"hit@10": 0.9,
|
634 |
+
"ndcg_linear@1": 0.695,
|
635 |
+
"ndcg_linear@5": 0.7834564388443919,
|
636 |
+
"ndcg_linear@10": 0.7970808176391657,
|
637 |
+
"ndcg_exponential@1": 0.695,
|
638 |
+
"ndcg_exponential@5": 0.7834564388443919,
|
639 |
+
"ndcg_exponential@10": 0.7970808176391657,
|
640 |
+
"precision@1": 0.695,
|
641 |
+
"precision@5": 0.17160000000000003,
|
642 |
+
"precision@10": 0.09,
|
643 |
+
"recall@1": 0.695,
|
644 |
+
"recall@5": 0.858,
|
645 |
+
"recall@10": 0.9,
|
646 |
+
"f1@1": 0.695,
|
647 |
+
"f1@5": 0.286,
|
648 |
+
"f1@10": 0.16363636363636364,
|
649 |
+
"map@1": 0.695,
|
650 |
+
"map@5": 0.7584833333333334,
|
651 |
+
"map@10": 0.7641349206349207,
|
652 |
+
"mrr@1": 0.695,
|
653 |
+
"mrr@5": 0.7584833333333334,
|
654 |
+
"mrr@10": 0.7641349206349207,
|
655 |
+
"num_pred": 1000,
|
656 |
+
"num_data": 1000
|
657 |
+
},
|
658 |
+
"VisualNews_i2t": {
|
659 |
+
"hit@1": 0.794,
|
660 |
+
"hit@5": 0.917,
|
661 |
+
"hit@10": 0.943,
|
662 |
+
"ndcg_linear@1": 0.794,
|
663 |
+
"ndcg_linear@5": 0.8620523188508009,
|
664 |
+
"ndcg_linear@10": 0.8705685762710182,
|
665 |
+
"ndcg_exponential@1": 0.794,
|
666 |
+
"ndcg_exponential@5": 0.8620523188508009,
|
667 |
+
"ndcg_exponential@10": 0.8705685762710182,
|
668 |
+
"precision@1": 0.794,
|
669 |
+
"precision@5": 0.18340000000000004,
|
670 |
+
"precision@10": 0.09430000000000001,
|
671 |
+
"recall@1": 0.794,
|
672 |
+
"recall@5": 0.917,
|
673 |
+
"recall@10": 0.943,
|
674 |
+
"f1@1": 0.794,
|
675 |
+
"f1@5": 0.30566666666666664,
|
676 |
+
"f1@10": 0.17145454545454544,
|
677 |
+
"map@1": 0.794,
|
678 |
+
"map@5": 0.84355,
|
679 |
+
"map@10": 0.847125,
|
680 |
+
"mrr@1": 0.794,
|
681 |
+
"mrr@5": 0.84355,
|
682 |
+
"mrr@10": 0.847125,
|
683 |
+
"num_pred": 1000,
|
684 |
+
"num_data": 1000
|
685 |
+
},
|
686 |
+
"MSCOCO_t2i": {
|
687 |
+
"hit@1": 0.754,
|
688 |
+
"hit@5": 0.951,
|
689 |
+
"hit@10": 0.984,
|
690 |
+
"ndcg_linear@1": 0.754,
|
691 |
+
"ndcg_linear@5": 0.863079189692499,
|
692 |
+
"ndcg_linear@10": 0.8739473228344241,
|
693 |
+
"ndcg_exponential@1": 0.754,
|
694 |
+
"ndcg_exponential@5": 0.863079189692499,
|
695 |
+
"ndcg_exponential@10": 0.8739473228344241,
|
696 |
+
"precision@1": 0.754,
|
697 |
+
"precision@5": 0.1902,
|
698 |
+
"precision@10": 0.0984,
|
699 |
+
"recall@1": 0.754,
|
700 |
+
"recall@5": 0.951,
|
701 |
+
"recall@10": 0.984,
|
702 |
+
"f1@1": 0.754,
|
703 |
+
"f1@5": 0.317,
|
704 |
+
"f1@10": 0.17890909090909088,
|
705 |
+
"map@1": 0.754,
|
706 |
+
"map@5": 0.8334166666666667,
|
707 |
+
"map@10": 0.8380107142857143,
|
708 |
+
"mrr@1": 0.754,
|
709 |
+
"mrr@5": 0.8334166666666667,
|
710 |
+
"mrr@10": 0.8380107142857143,
|
711 |
+
"num_pred": 1000,
|
712 |
+
"num_data": 1000
|
713 |
+
},
|
714 |
+
"MSCOCO_i2t": {
|
715 |
+
"hit@1": 0.731,
|
716 |
+
"hit@5": 0.948,
|
717 |
+
"hit@10": 0.984,
|
718 |
+
"ndcg_linear@1": 0.731,
|
719 |
+
"ndcg_linear@5": 0.8531877454578993,
|
720 |
+
"ndcg_linear@10": 0.865161531032243,
|
721 |
+
"ndcg_exponential@1": 0.731,
|
722 |
+
"ndcg_exponential@5": 0.8531877454578993,
|
723 |
+
"ndcg_exponential@10": 0.865161531032243,
|
724 |
+
"precision@1": 0.731,
|
725 |
+
"precision@5": 0.18960000000000002,
|
726 |
+
"precision@10": 0.09840000000000002,
|
727 |
+
"recall@1": 0.731,
|
728 |
+
"recall@5": 0.948,
|
729 |
+
"recall@10": 0.984,
|
730 |
+
"f1@1": 0.731,
|
731 |
+
"f1@5": 0.316,
|
732 |
+
"f1@10": 0.1789090909090909,
|
733 |
+
"map@1": 0.731,
|
734 |
+
"map@5": 0.8210666666666666,
|
735 |
+
"map@10": 0.8262067460317459,
|
736 |
+
"mrr@1": 0.731,
|
737 |
+
"mrr@5": 0.8210666666666666,
|
738 |
+
"mrr@10": 0.8262067460317459,
|
739 |
+
"num_pred": 1000,
|
740 |
+
"num_data": 1000
|
741 |
+
},
|
742 |
+
"NIGHTS": {
|
743 |
+
"hit@1": 0.667,
|
744 |
+
"hit@5": 0.969,
|
745 |
+
"hit@10": 0.989,
|
746 |
+
"ndcg_linear@1": 0.667,
|
747 |
+
"ndcg_linear@5": 0.8385499818249782,
|
748 |
+
"ndcg_linear@10": 0.8450672031088458,
|
749 |
+
"ndcg_exponential@1": 0.667,
|
750 |
+
"ndcg_exponential@5": 0.8385499818249782,
|
751 |
+
"ndcg_exponential@10": 0.8450672031088458,
|
752 |
+
"precision@1": 0.667,
|
753 |
+
"precision@5": 0.19380000000000003,
|
754 |
+
"precision@10": 0.0989,
|
755 |
+
"recall@1": 0.667,
|
756 |
+
"recall@5": 0.969,
|
757 |
+
"recall@10": 0.989,
|
758 |
+
"f1@1": 0.667,
|
759 |
+
"f1@5": 0.323,
|
760 |
+
"f1@10": 0.17981818181818182,
|
761 |
+
"map@1": 0.667,
|
762 |
+
"map@5": 0.79415,
|
763 |
+
"map@10": 0.7968690476190476,
|
764 |
+
"mrr@1": 0.667,
|
765 |
+
"mrr@5": 0.79415,
|
766 |
+
"mrr@10": 0.7968690476190476,
|
767 |
+
"num_pred": 1000,
|
768 |
+
"num_data": 1000
|
769 |
+
},
|
770 |
+
"WebQA": {
|
771 |
+
"hit@1": 0.893,
|
772 |
+
"hit@5": 0.991,
|
773 |
+
"hit@10": 0.994,
|
774 |
+
"ndcg_linear@1": 0.893,
|
775 |
+
"ndcg_linear@5": 0.9496780111800803,
|
776 |
+
"ndcg_linear@10": 0.9506830165773075,
|
777 |
+
"ndcg_exponential@1": 0.893,
|
778 |
+
"ndcg_exponential@5": 0.9496780111800803,
|
779 |
+
"ndcg_exponential@10": 0.9506830165773075,
|
780 |
+
"precision@1": 0.893,
|
781 |
+
"precision@5": 0.19820000000000004,
|
782 |
+
"precision@10": 0.09940000000000002,
|
783 |
+
"recall@1": 0.893,
|
784 |
+
"recall@5": 0.991,
|
785 |
+
"recall@10": 0.994,
|
786 |
+
"f1@1": 0.893,
|
787 |
+
"f1@5": 0.3303333333333333,
|
788 |
+
"f1@10": 0.1807272727272727,
|
789 |
+
"map@1": 0.893,
|
790 |
+
"map@5": 0.9355166666666667,
|
791 |
+
"map@10": 0.9359511904761905,
|
792 |
+
"mrr@1": 0.893,
|
793 |
+
"mrr@5": 0.9355166666666667,
|
794 |
+
"mrr@10": 0.9359511904761905,
|
795 |
+
"num_pred": 1000,
|
796 |
+
"num_data": 1000
|
797 |
+
},
|
798 |
+
"FashionIQ": {
|
799 |
+
"hit@1": 0.39,
|
800 |
+
"hit@5": 0.67,
|
801 |
+
"hit@10": 0.767,
|
802 |
+
"ndcg_linear@1": 0.39,
|
803 |
+
"ndcg_linear@5": 0.5432889151375914,
|
804 |
+
"ndcg_linear@10": 0.5746337760913309,
|
805 |
+
"ndcg_exponential@1": 0.39,
|
806 |
+
"ndcg_exponential@5": 0.5432889151375914,
|
807 |
+
"ndcg_exponential@10": 0.5746337760913309,
|
808 |
+
"precision@1": 0.39,
|
809 |
+
"precision@5": 0.134,
|
810 |
+
"precision@10": 0.0767,
|
811 |
+
"recall@1": 0.39,
|
812 |
+
"recall@5": 0.67,
|
813 |
+
"recall@10": 0.767,
|
814 |
+
"f1@1": 0.39,
|
815 |
+
"f1@5": 0.22333333333333338,
|
816 |
+
"f1@10": 0.13945454545454544,
|
817 |
+
"map@1": 0.39,
|
818 |
+
"map@5": 0.5007,
|
819 |
+
"map@10": 0.5136242063492064,
|
820 |
+
"mrr@1": 0.39,
|
821 |
+
"mrr@5": 0.5007,
|
822 |
+
"mrr@10": 0.5136242063492064,
|
823 |
+
"num_pred": 1000,
|
824 |
+
"num_data": 1000
|
825 |
+
},
|
826 |
+
"Wiki-SS-NQ": {
|
827 |
+
"hit@1": 0.612,
|
828 |
+
"hit@5": 0.839,
|
829 |
+
"hit@10": 0.887,
|
830 |
+
"ndcg_linear@1": 0.612,
|
831 |
+
"ndcg_linear@5": 0.7332515928712526,
|
832 |
+
"ndcg_linear@10": 0.7486592384601514,
|
833 |
+
"ndcg_exponential@1": 0.612,
|
834 |
+
"ndcg_exponential@5": 0.7332515928712526,
|
835 |
+
"ndcg_exponential@10": 0.7486592384601514,
|
836 |
+
"precision@1": 0.612,
|
837 |
+
"precision@5": 0.1678,
|
838 |
+
"precision@10": 0.08870000000000001,
|
839 |
+
"recall@1": 0.612,
|
840 |
+
"recall@5": 0.839,
|
841 |
+
"recall@10": 0.887,
|
842 |
+
"f1@1": 0.612,
|
843 |
+
"f1@5": 0.2796666666666667,
|
844 |
+
"f1@10": 0.16127272727272726,
|
845 |
+
"map@1": 0.612,
|
846 |
+
"map@5": 0.69805,
|
847 |
+
"map@10": 0.704340873015873,
|
848 |
+
"mrr@1": 0.612,
|
849 |
+
"mrr@5": 0.69805,
|
850 |
+
"mrr@10": 0.704340873015873,
|
851 |
+
"num_pred": 1000,
|
852 |
+
"num_data": 1000
|
853 |
+
},
|
854 |
+
"OVEN": {
|
855 |
+
"hit@1": 0.608,
|
856 |
+
"hit@5": 0.84,
|
857 |
+
"hit@10": 0.908,
|
858 |
+
"ndcg_linear@1": 0.608,
|
859 |
+
"ndcg_linear@5": 0.7340903635702707,
|
860 |
+
"ndcg_linear@10": 0.7564286761023205,
|
861 |
+
"ndcg_exponential@1": 0.608,
|
862 |
+
"ndcg_exponential@5": 0.7340903635702707,
|
863 |
+
"ndcg_exponential@10": 0.7564286761023205,
|
864 |
+
"precision@1": 0.608,
|
865 |
+
"precision@5": 0.168,
|
866 |
+
"precision@10": 0.0908,
|
867 |
+
"recall@1": 0.608,
|
868 |
+
"recall@5": 0.84,
|
869 |
+
"recall@10": 0.908,
|
870 |
+
"f1@1": 0.608,
|
871 |
+
"f1@5": 0.2800000000000001,
|
872 |
+
"f1@10": 0.1650909090909091,
|
873 |
+
"map@1": 0.608,
|
874 |
+
"map@5": 0.6985833333333332,
|
875 |
+
"map@10": 0.7080107142857144,
|
876 |
+
"mrr@1": 0.608,
|
877 |
+
"mrr@5": 0.6985833333333332,
|
878 |
+
"mrr@10": 0.7080107142857144,
|
879 |
+
"num_pred": 1000,
|
880 |
+
"num_data": 1000
|
881 |
+
},
|
882 |
+
"EDIS": {
|
883 |
+
"hit@1": 0.713,
|
884 |
+
"hit@5": 0.905,
|
885 |
+
"hit@10": 0.942,
|
886 |
+
"ndcg_linear@1": 0.713,
|
887 |
+
"ndcg_linear@5": 0.8182645233267452,
|
888 |
+
"ndcg_linear@10": 0.8300466537599817,
|
889 |
+
"ndcg_exponential@1": 0.713,
|
890 |
+
"ndcg_exponential@5": 0.8182645233267452,
|
891 |
+
"ndcg_exponential@10": 0.8300466537599817,
|
892 |
+
"precision@1": 0.713,
|
893 |
+
"precision@5": 0.18100000000000002,
|
894 |
+
"precision@10": 0.09420000000000002,
|
895 |
+
"recall@1": 0.713,
|
896 |
+
"recall@5": 0.905,
|
897 |
+
"recall@10": 0.942,
|
898 |
+
"f1@1": 0.713,
|
899 |
+
"f1@5": 0.3016666666666667,
|
900 |
+
"f1@10": 0.17127272727272724,
|
901 |
+
"map@1": 0.713,
|
902 |
+
"map@5": 0.7891166666666666,
|
903 |
+
"map@10": 0.7938718253968254,
|
904 |
+
"mrr@1": 0.713,
|
905 |
+
"mrr@5": 0.7891166666666666,
|
906 |
+
"mrr@10": 0.7938718253968254,
|
907 |
+
"num_pred": 1000,
|
908 |
+
"num_data": 1000
|
909 |
+
},
|
910 |
+
"MSCOCO": {
|
911 |
+
"hit@1": 0.847,
|
912 |
+
"hit@5": 0.956,
|
913 |
+
"hit@10": 0.98,
|
914 |
+
"ndcg_linear@1": 0.847,
|
915 |
+
"ndcg_linear@5": 0.9071762030285069,
|
916 |
+
"ndcg_linear@10": 0.9148793586485966,
|
917 |
+
"ndcg_exponential@1": 0.847,
|
918 |
+
"ndcg_exponential@5": 0.9071762030285069,
|
919 |
+
"ndcg_exponential@10": 0.9148793586485966,
|
920 |
+
"precision@1": 0.847,
|
921 |
+
"precision@5": 0.1912,
|
922 |
+
"precision@10": 0.09800000000000003,
|
923 |
+
"recall@1": 0.847,
|
924 |
+
"recall@5": 0.956,
|
925 |
+
"recall@10": 0.98,
|
926 |
+
"f1@1": 0.847,
|
927 |
+
"f1@5": 0.31866666666666665,
|
928 |
+
"f1@10": 0.17818181818181816,
|
929 |
+
"map@1": 0.847,
|
930 |
+
"map@5": 0.8907666666666667,
|
931 |
+
"map@10": 0.8939170634920636,
|
932 |
+
"mrr@1": 0.847,
|
933 |
+
"mrr@5": 0.8907666666666667,
|
934 |
+
"mrr@10": 0.8939170634920636,
|
935 |
+
"num_pred": 1000,
|
936 |
+
"num_data": 1000
|
937 |
+
},
|
938 |
+
"RefCOCO": {
|
939 |
+
"hit@1": 0.894,
|
940 |
+
"hit@5": 0.996,
|
941 |
+
"hit@10": 1.0,
|
942 |
+
"ndcg_linear@1": 0.894,
|
943 |
+
"ndcg_linear@5": 0.9551633281976956,
|
944 |
+
"ndcg_linear@10": 0.9564106602024495,
|
945 |
+
"ndcg_exponential@1": 0.894,
|
946 |
+
"ndcg_exponential@5": 0.9551633281976956,
|
947 |
+
"ndcg_exponential@10": 0.9564106602024495,
|
948 |
+
"precision@1": 0.894,
|
949 |
+
"precision@5": 0.19920000000000004,
|
950 |
+
"precision@10": 0.10000000000000002,
|
951 |
+
"recall@1": 0.894,
|
952 |
+
"recall@5": 0.996,
|
953 |
+
"recall@10": 1.0,
|
954 |
+
"f1@1": 0.894,
|
955 |
+
"f1@5": 0.332,
|
956 |
+
"f1@10": 0.18181818181818182,
|
957 |
+
"map@1": 0.894,
|
958 |
+
"map@5": 0.9409833333333334,
|
959 |
+
"map@10": 0.9414722222222222,
|
960 |
+
"mrr@1": 0.894,
|
961 |
+
"mrr@5": 0.9409833333333334,
|
962 |
+
"mrr@10": 0.9414722222222222,
|
963 |
+
"num_pred": 1000,
|
964 |
+
"num_data": 1000
|
965 |
+
},
|
966 |
+
"RefCOCO-Matching": {
|
967 |
+
"hit@1": 0.83,
|
968 |
+
"hit@5": 1.0,
|
969 |
+
"hit@10": 1.0,
|
970 |
+
"ndcg_linear@1": 0.83,
|
971 |
+
"ndcg_linear@5": 0.9390199176142907,
|
972 |
+
"ndcg_linear@10": 0.9390199176142907,
|
973 |
+
"ndcg_exponential@1": 0.83,
|
974 |
+
"ndcg_exponential@5": 0.9390199176142907,
|
975 |
+
"ndcg_exponential@10": 0.9390199176142907,
|
976 |
+
"precision@1": 0.83,
|
977 |
+
"precision@5": 0.20000000000000004,
|
978 |
+
"precision@10": 0.10000000000000002,
|
979 |
+
"recall@1": 0.83,
|
980 |
+
"recall@5": 1.0,
|
981 |
+
"recall@10": 1.0,
|
982 |
+
"f1@1": 0.83,
|
983 |
+
"f1@5": 0.3333333333333333,
|
984 |
+
"f1@10": 0.18181818181818182,
|
985 |
+
"map@1": 0.83,
|
986 |
+
"map@5": 0.9178333333333334,
|
987 |
+
"map@10": 0.9178333333333334,
|
988 |
+
"mrr@1": 0.83,
|
989 |
+
"mrr@5": 0.9148333333333334,
|
990 |
+
"mrr@10": 0.9148333333333334,
|
991 |
+
"num_pred": 1000,
|
992 |
+
"num_data": 1000
|
993 |
+
},
|
994 |
+
"Visual7W-Pointing": {
|
995 |
+
"hit@1": 0.932,
|
996 |
+
"hit@5": 0.982,
|
997 |
+
"hit@10": 0.989,
|
998 |
+
"ndcg_linear@1": 0.932,
|
999 |
+
"ndcg_linear@5": 0.9600410391247712,
|
1000 |
+
"ndcg_linear@10": 0.9623783873440899,
|
1001 |
+
"ndcg_exponential@1": 0.932,
|
1002 |
+
"ndcg_exponential@5": 0.9600410391247712,
|
1003 |
+
"ndcg_exponential@10": 0.9623783873440899,
|
1004 |
+
"precision@1": 0.932,
|
1005 |
+
"precision@5": 0.19640000000000005,
|
1006 |
+
"precision@10": 0.09890000000000002,
|
1007 |
+
"recall@1": 0.932,
|
1008 |
+
"recall@5": 0.982,
|
1009 |
+
"recall@10": 0.989,
|
1010 |
+
"f1@1": 0.932,
|
1011 |
+
"f1@5": 0.32733333333333337,
|
1012 |
+
"f1@10": 0.17981818181818182,
|
1013 |
+
"map@1": 0.932,
|
1014 |
+
"map@5": 0.9526166666666667,
|
1015 |
+
"map@10": 0.9536246031746032,
|
1016 |
+
"mrr@1": 0.932,
|
1017 |
+
"mrr@5": 0.9526166666666667,
|
1018 |
+
"mrr@10": 0.9536246031746032,
|
1019 |
+
"num_pred": 1000,
|
1020 |
+
"num_data": 1000
|
1021 |
+
}
|
1022 |
+
},
|
1023 |
+
"visdoc": {
|
1024 |
+
"ViDoRe_arxivqa": {
|
1025 |
+
"hit@1": 0.636,
|
1026 |
+
"hit@5": 0.818,
|
1027 |
+
"hit@10": 0.862,
|
1028 |
+
"ndcg_linear@1": 0.636,
|
1029 |
+
"ndcg_linear@5": 0.7328698736654663,
|
1030 |
+
"ndcg_linear@10": 0.7470286154278099,
|
1031 |
+
"ndcg_exponential@1": 0.636,
|
1032 |
+
"ndcg_exponential@5": 0.7328698736654663,
|
1033 |
+
"ndcg_exponential@10": 0.7470286154278099,
|
1034 |
+
"precision@1": 0.636,
|
1035 |
+
"precision@5": 0.1636,
|
1036 |
+
"precision@10": 0.0862,
|
1037 |
+
"recall@1": 0.636,
|
1038 |
+
"recall@5": 0.818,
|
1039 |
+
"recall@10": 0.862,
|
1040 |
+
"f1@1": 0.636,
|
1041 |
+
"f1@5": 0.27266666666666667,
|
1042 |
+
"f1@10": 0.15672727272727274,
|
1043 |
+
"map@1": 0.636,
|
1044 |
+
"map@5": 0.7045,
|
1045 |
+
"map@10": 0.7102999999999999,
|
1046 |
+
"mrr@1": 0.636,
|
1047 |
+
"mrr@5": 0.7045,
|
1048 |
+
"mrr@10": 0.7102999999999999,
|
1049 |
+
"num_pred": 500,
|
1050 |
+
"num_data": 500
|
1051 |
+
},
|
1052 |
+
"ViDoRe_docvqa": {
|
1053 |
+
"hit@1": 0.28824833702882485,
|
1054 |
+
"hit@5": 0.4789356984478936,
|
1055 |
+
"hit@10": 0.5631929046563193,
|
1056 |
+
"ndcg_linear@1": 0.28824833702882485,
|
1057 |
+
"ndcg_linear@5": 0.3827042800962541,
|
1058 |
+
"ndcg_linear@10": 0.4103832879264158,
|
1059 |
+
"ndcg_exponential@1": 0.28824833702882485,
|
1060 |
+
"ndcg_exponential@5": 0.3827042800962541,
|
1061 |
+
"ndcg_exponential@10": 0.4103832879264158,
|
1062 |
+
"precision@1": 0.28824833702882485,
|
1063 |
+
"precision@5": 0.09578713968957871,
|
1064 |
+
"precision@10": 0.05676274944567627,
|
1065 |
+
"recall@1": 0.2827790096082779,
|
1066 |
+
"recall@5": 0.47124907612712497,
|
1067 |
+
"recall@10": 0.5566149297856615,
|
1068 |
+
"f1@1": 0.2841832963784184,
|
1069 |
+
"f1@5": 0.15874247703515998,
|
1070 |
+
"f1@10": 0.10280030390895138,
|
1071 |
+
"map@1": 0.28824833702882485,
|
1072 |
+
"map@5": 0.3515890613451589,
|
1073 |
+
"map@10": 0.3631154753105973,
|
1074 |
+
"mrr@1": 0.28824833702882485,
|
1075 |
+
"mrr@5": 0.3578344419807834,
|
1076 |
+
"mrr@10": 0.368892760356175,
|
1077 |
+
"num_pred": 451,
|
1078 |
+
"num_data": 451
|
1079 |
+
},
|
1080 |
+
"ViDoRe_infovqa": {
|
1081 |
+
"hit@1": 0.7186234817813765,
|
1082 |
+
"hit@5": 0.8785425101214575,
|
1083 |
+
"hit@10": 0.9109311740890689,
|
1084 |
+
"ndcg_linear@1": 0.7186234817813765,
|
1085 |
+
"ndcg_linear@5": 0.8059341882384911,
|
1086 |
+
"ndcg_linear@10": 0.8166048726195744,
|
1087 |
+
"ndcg_exponential@1": 0.7186234817813765,
|
1088 |
+
"ndcg_exponential@5": 0.8059341882384911,
|
1089 |
+
"ndcg_exponential@10": 0.8166048726195744,
|
1090 |
+
"precision@1": 0.7186234817813765,
|
1091 |
+
"precision@5": 0.1757085020242915,
|
1092 |
+
"precision@10": 0.09129554655870446,
|
1093 |
+
"recall@1": 0.7186234817813765,
|
1094 |
+
"recall@5": 0.8775303643724697,
|
1095 |
+
"recall@10": 0.9109311740890689,
|
1096 |
+
"f1@1": 0.7186234817813765,
|
1097 |
+
"f1@5": 0.2927511085405823,
|
1098 |
+
"f1@10": 0.16593056066740278,
|
1099 |
+
"map@1": 0.7186234817813765,
|
1100 |
+
"map@5": 0.7817645074224021,
|
1101 |
+
"map@10": 0.7861432427221902,
|
1102 |
+
"mrr@1": 0.7186234817813765,
|
1103 |
+
"mrr@5": 0.7820175438596492,
|
1104 |
+
"mrr@10": 0.7861432427221902,
|
1105 |
+
"num_pred": 494,
|
1106 |
+
"num_data": 494
|
1107 |
+
},
|
1108 |
+
"ViDoRe_tabfquad": {
|
1109 |
+
"hit@1": 0.7071428571428572,
|
1110 |
+
"hit@5": 0.8928571428571429,
|
1111 |
+
"hit@10": 0.9428571428571428,
|
1112 |
+
"ndcg_linear@1": 0.7071428571428572,
|
1113 |
+
"ndcg_linear@5": 0.8070078252718834,
|
1114 |
+
"ndcg_linear@10": 0.8234385192209129,
|
1115 |
+
"ndcg_exponential@1": 0.7071428571428572,
|
1116 |
+
"ndcg_exponential@5": 0.8070078252718834,
|
1117 |
+
"ndcg_exponential@10": 0.8234385192209129,
|
1118 |
+
"precision@1": 0.7071428571428572,
|
1119 |
+
"precision@5": 0.17857142857142858,
|
1120 |
+
"precision@10": 0.09428571428571426,
|
1121 |
+
"recall@1": 0.7071428571428572,
|
1122 |
+
"recall@5": 0.8928571428571429,
|
1123 |
+
"recall@10": 0.9428571428571428,
|
1124 |
+
"f1@1": 0.7071428571428572,
|
1125 |
+
"f1@5": 0.2976190476190477,
|
1126 |
+
"f1@10": 0.17142857142857149,
|
1127 |
+
"map@1": 0.7071428571428572,
|
1128 |
+
"map@5": 0.778452380952381,
|
1129 |
+
"map@10": 0.7853954081632653,
|
1130 |
+
"mrr@1": 0.7071428571428572,
|
1131 |
+
"mrr@5": 0.778452380952381,
|
1132 |
+
"mrr@10": 0.7853954081632653,
|
1133 |
+
"num_pred": 280,
|
1134 |
+
"num_data": 280
|
1135 |
+
},
|
1136 |
+
"ViDoRe_tatdqa": {
|
1137 |
+
"hit@1": 0.2594167679222357,
|
1138 |
+
"hit@5": 0.49210206561360875,
|
1139 |
+
"hit@10": 0.6306196840826246,
|
1140 |
+
"ndcg_linear@1": 0.2594167679222357,
|
1141 |
+
"ndcg_linear@5": 0.37791596722788773,
|
1142 |
+
"ndcg_linear@10": 0.4224845991375995,
|
1143 |
+
"ndcg_exponential@1": 0.2594167679222357,
|
1144 |
+
"ndcg_exponential@5": 0.37791596722788773,
|
1145 |
+
"ndcg_exponential@10": 0.4224845991375995,
|
1146 |
+
"precision@1": 0.2594167679222357,
|
1147 |
+
"precision@5": 0.0985419198055893,
|
1148 |
+
"precision@10": 0.06318347509113001,
|
1149 |
+
"recall@1": 0.2591130012150668,
|
1150 |
+
"recall@5": 0.49125151883353585,
|
1151 |
+
"recall@10": 0.6297691373025516,
|
1152 |
+
"f1@1": 0.2592142567841231,
|
1153 |
+
"f1@5": 0.16402823583868542,
|
1154 |
+
"f1@10": 0.11478331308221955,
|
1155 |
+
"map@1": 0.2594167679222357,
|
1156 |
+
"map@5": 0.3405832320777643,
|
1157 |
+
"map@10": 0.3588613088005554,
|
1158 |
+
"mrr@1": 0.2594167679222357,
|
1159 |
+
"mrr@5": 0.34080599432968817,
|
1160 |
+
"mrr@10": 0.3590717757333796,
|
1161 |
+
"num_pred": 1646,
|
1162 |
+
"num_data": 1646
|
1163 |
+
},
|
1164 |
+
"ViDoRe_shiftproject": {
|
1165 |
+
"hit@1": 0.32,
|
1166 |
+
"hit@5": 0.7,
|
1167 |
+
"hit@10": 0.77,
|
1168 |
+
"ndcg_linear@1": 0.32,
|
1169 |
+
"ndcg_linear@5": 0.5201837630874203,
|
1170 |
+
"ndcg_linear@10": 0.541892290900784,
|
1171 |
+
"ndcg_exponential@1": 0.32,
|
1172 |
+
"ndcg_exponential@5": 0.5201837630874203,
|
1173 |
+
"ndcg_exponential@10": 0.541892290900784,
|
1174 |
+
"precision@1": 0.32,
|
1175 |
+
"precision@5": 0.13999999999999996,
|
1176 |
+
"precision@10": 0.07699999999999997,
|
1177 |
+
"recall@1": 0.32,
|
1178 |
+
"recall@5": 0.7,
|
1179 |
+
"recall@10": 0.77,
|
1180 |
+
"f1@1": 0.32,
|
1181 |
+
"f1@5": 0.23333333333333336,
|
1182 |
+
"f1@10": 0.14,
|
1183 |
+
"map@1": 0.32,
|
1184 |
+
"map@5": 0.46049999999999996,
|
1185 |
+
"map@10": 0.4689007936507937,
|
1186 |
+
"mrr@1": 0.32,
|
1187 |
+
"mrr@5": 0.46049999999999996,
|
1188 |
+
"mrr@10": 0.4689007936507937,
|
1189 |
+
"num_pred": 100,
|
1190 |
+
"num_data": 100
|
1191 |
+
},
|
1192 |
+
"ViDoRe_syntheticDocQA_artificial_intelligence": {
|
1193 |
+
"hit@1": 0.72,
|
1194 |
+
"hit@5": 0.95,
|
1195 |
+
"hit@10": 0.98,
|
1196 |
+
"ndcg_linear@1": 0.72,
|
1197 |
+
"ndcg_linear@5": 0.8598766531785771,
|
1198 |
+
"ndcg_linear@10": 0.8705628687918177,
|
1199 |
+
"ndcg_exponential@1": 0.72,
|
1200 |
+
"ndcg_exponential@5": 0.8598766531785771,
|
1201 |
+
"ndcg_exponential@10": 0.8705628687918177,
|
1202 |
+
"precision@1": 0.72,
|
1203 |
+
"precision@5": 0.18999999999999997,
|
1204 |
+
"precision@10": 0.09799999999999998,
|
1205 |
+
"recall@1": 0.72,
|
1206 |
+
"recall@5": 0.95,
|
1207 |
+
"recall@10": 0.98,
|
1208 |
+
"f1@1": 0.72,
|
1209 |
+
"f1@5": 0.3166666666666667,
|
1210 |
+
"f1@10": 0.17818181818181827,
|
1211 |
+
"map@1": 0.72,
|
1212 |
+
"map@5": 0.8283333333333333,
|
1213 |
+
"map@10": 0.8333333333333333,
|
1214 |
+
"mrr@1": 0.72,
|
1215 |
+
"mrr@5": 0.8283333333333333,
|
1216 |
+
"mrr@10": 0.8333333333333333,
|
1217 |
+
"num_pred": 100,
|
1218 |
+
"num_data": 100
|
1219 |
+
},
|
1220 |
+
"ViDoRe_syntheticDocQA_energy": {
|
1221 |
+
"hit@1": 0.78,
|
1222 |
+
"hit@5": 0.92,
|
1223 |
+
"hit@10": 0.96,
|
1224 |
+
"ndcg_linear@1": 0.78,
|
1225 |
+
"ndcg_linear@5": 0.8477605391471157,
|
1226 |
+
"ndcg_linear@10": 0.8610496316137732,
|
1227 |
+
"ndcg_exponential@1": 0.78,
|
1228 |
+
"ndcg_exponential@5": 0.8477605391471157,
|
1229 |
+
"ndcg_exponential@10": 0.8610496316137732,
|
1230 |
+
"precision@1": 0.78,
|
1231 |
+
"precision@5": 0.18399999999999994,
|
1232 |
+
"precision@10": 0.09599999999999997,
|
1233 |
+
"recall@1": 0.78,
|
1234 |
+
"recall@5": 0.92,
|
1235 |
+
"recall@10": 0.96,
|
1236 |
+
"f1@1": 0.78,
|
1237 |
+
"f1@5": 0.3066666666666667,
|
1238 |
+
"f1@10": 0.17454545454545464,
|
1239 |
+
"map@1": 0.78,
|
1240 |
+
"map@5": 0.8243333333333334,
|
1241 |
+
"map@10": 0.8300277777777778,
|
1242 |
+
"mrr@1": 0.78,
|
1243 |
+
"mrr@5": 0.8243333333333334,
|
1244 |
+
"mrr@10": 0.8300277777777778,
|
1245 |
+
"num_pred": 100,
|
1246 |
+
"num_data": 100
|
1247 |
+
},
|
1248 |
+
"ViDoRe_syntheticDocQA_government_reports": {
|
1249 |
+
"hit@1": 0.72,
|
1250 |
+
"hit@5": 0.94,
|
1251 |
+
"hit@10": 0.97,
|
1252 |
+
"ndcg_linear@1": 0.72,
|
1253 |
+
"ndcg_linear@5": 0.849562291732901,
|
1254 |
+
"ndcg_linear@10": 0.8596967354317013,
|
1255 |
+
"ndcg_exponential@1": 0.72,
|
1256 |
+
"ndcg_exponential@5": 0.849562291732901,
|
1257 |
+
"ndcg_exponential@10": 0.8596967354317013,
|
1258 |
+
"precision@1": 0.72,
|
1259 |
+
"precision@5": 0.18799999999999997,
|
1260 |
+
"precision@10": 0.09699999999999998,
|
1261 |
+
"recall@1": 0.72,
|
1262 |
+
"recall@5": 0.94,
|
1263 |
+
"recall@10": 0.97,
|
1264 |
+
"f1@1": 0.72,
|
1265 |
+
"f1@5": 0.3133333333333334,
|
1266 |
+
"f1@10": 0.17636363636363644,
|
1267 |
+
"map@1": 0.72,
|
1268 |
+
"map@5": 0.8183333333333335,
|
1269 |
+
"map@10": 0.8227777777777778,
|
1270 |
+
"mrr@1": 0.72,
|
1271 |
+
"mrr@5": 0.8183333333333335,
|
1272 |
+
"mrr@10": 0.8227777777777778,
|
1273 |
+
"num_pred": 100,
|
1274 |
+
"num_data": 100
|
1275 |
+
},
|
1276 |
+
"ViDoRe_syntheticDocQA_healthcare_industry": {
|
1277 |
+
"hit@1": 0.79,
|
1278 |
+
"hit@5": 0.95,
|
1279 |
+
"hit@10": 0.97,
|
1280 |
+
"ndcg_linear@1": 0.79,
|
1281 |
+
"ndcg_linear@5": 0.8837090384735943,
|
1282 |
+
"ndcg_linear@10": 0.8906044436780078,
|
1283 |
+
"ndcg_exponential@1": 0.79,
|
1284 |
+
"ndcg_exponential@5": 0.8837090384735943,
|
1285 |
+
"ndcg_exponential@10": 0.8906044436780078,
|
1286 |
+
"precision@1": 0.79,
|
1287 |
+
"precision@5": 0.18999999999999992,
|
1288 |
+
"precision@10": 0.09699999999999999,
|
1289 |
+
"recall@1": 0.79,
|
1290 |
+
"recall@5": 0.95,
|
1291 |
+
"recall@10": 0.97,
|
1292 |
+
"f1@1": 0.79,
|
1293 |
+
"f1@5": 0.3166666666666667,
|
1294 |
+
"f1@10": 0.17636363636363647,
|
1295 |
+
"map@1": 0.79,
|
1296 |
+
"map@5": 0.8608333333333335,
|
1297 |
+
"map@10": 0.8639285714285714,
|
1298 |
+
"mrr@1": 0.79,
|
1299 |
+
"mrr@5": 0.8608333333333335,
|
1300 |
+
"mrr@10": 0.8639285714285714,
|
1301 |
+
"num_pred": 100,
|
1302 |
+
"num_data": 100
|
1303 |
+
},
|
1304 |
+
"ViDoRe_esg_reports_human_labeled_v2": {
|
1305 |
+
"hit@1": 0.4807692307692308,
|
1306 |
+
"hit@5": 0.6538461538461539,
|
1307 |
+
"hit@10": 0.8076923076923077,
|
1308 |
+
"ndcg_linear@1": 0.45833333333333337,
|
1309 |
+
"ndcg_linear@5": 0.5067061708099885,
|
1310 |
+
"ndcg_linear@10": 0.5535898103454507,
|
1311 |
+
"ndcg_exponential@1": 0.4514652014652014,
|
1312 |
+
"ndcg_exponential@5": 0.5058304373068659,
|
1313 |
+
"ndcg_exponential@10": 0.5529757710238218,
|
1314 |
+
"precision@1": 0.4807692307692308,
|
1315 |
+
"precision@5": 0.19615384615384615,
|
1316 |
+
"precision@10": 0.1269230769230769,
|
1317 |
+
"recall@1": 0.33685897435897433,
|
1318 |
+
"recall@5": 0.5378205128205128,
|
1319 |
+
"recall@10": 0.6639652014652015,
|
1320 |
+
"f1@1": 0.3677021696252466,
|
1321 |
+
"f1@5": 0.2560161243984774,
|
1322 |
+
"f1@10": 0.19498462510340336,
|
1323 |
+
"map@1": 0.4807692307692308,
|
1324 |
+
"map@5": 0.4637873931623932,
|
1325 |
+
"map@10": 0.4820528083028082,
|
1326 |
+
"mrr@1": 0.4807692307692308,
|
1327 |
+
"mrr@5": 0.5512820512820513,
|
1328 |
+
"mrr@10": 0.5732371794871794,
|
1329 |
+
"num_pred": 52,
|
1330 |
+
"num_data": 52
|
1331 |
+
},
|
1332 |
+
"ViDoRe_biomedical_lectures_v2": {
|
1333 |
+
"hit@1": 0.55625,
|
1334 |
+
"hit@5": 0.79375,
|
1335 |
+
"hit@10": 0.85,
|
1336 |
+
"ndcg_linear@1": 0.55625,
|
1337 |
+
"ndcg_linear@5": 0.5515658838389879,
|
1338 |
+
"ndcg_linear@10": 0.5847138105105175,
|
1339 |
+
"ndcg_exponential@1": 0.55625,
|
1340 |
+
"ndcg_exponential@5": 0.551565883838988,
|
1341 |
+
"ndcg_exponential@10": 0.5847138105105175,
|
1342 |
+
"precision@1": 0.55625,
|
1343 |
+
"precision@5": 0.2425,
|
1344 |
+
"precision@10": 0.15750000000000003,
|
1345 |
+
"recall@1": 0.32734172077922075,
|
1346 |
+
"recall@5": 0.5623657531194295,
|
1347 |
+
"recall@10": 0.665350060478737,
|
1348 |
+
"f1@1": 0.37533527236652237,
|
1349 |
+
"f1@5": 0.29865085261960267,
|
1350 |
+
"f1@10": 0.22910150211988448,
|
1351 |
+
"map@1": 0.55625,
|
1352 |
+
"map@5": 0.4821927083333334,
|
1353 |
+
"map@10": 0.49876834726946334,
|
1354 |
+
"mrr@1": 0.55625,
|
1355 |
+
"mrr@5": 0.6503125,
|
1356 |
+
"mrr@10": 0.6584598214285714,
|
1357 |
+
"num_pred": 160,
|
1358 |
+
"num_data": 160
|
1359 |
+
},
|
1360 |
+
"ViDoRe_biomedical_lectures_v2_multilingual": {
|
1361 |
+
"hit@1": 0.4875,
|
1362 |
+
"hit@5": 0.7484375,
|
1363 |
+
"hit@10": 0.8265625,
|
1364 |
+
"ndcg_linear@1": 0.4875,
|
1365 |
+
"ndcg_linear@5": 0.5088648298345516,
|
1366 |
+
"ndcg_linear@10": 0.5368936688198138,
|
1367 |
+
"ndcg_exponential@1": 0.4875,
|
1368 |
+
"ndcg_exponential@5": 0.5088648298345516,
|
1369 |
+
"ndcg_exponential@10": 0.5368936688198138,
|
1370 |
+
"precision@1": 0.4875,
|
1371 |
+
"precision@5": 0.226875,
|
1372 |
+
"precision@10": 0.14390625,
|
1373 |
+
"recall@1": 0.2850508200439267,
|
1374 |
+
"recall@5": 0.5388800999435824,
|
1375 |
+
"recall@10": 0.6322984118706261,
|
1376 |
+
"f1@1": 0.32631020021645024,
|
1377 |
+
"f1@5": 0.28146095004872584,
|
1378 |
+
"f1@10": 0.21148025986812752,
|
1379 |
+
"map@1": 0.4875,
|
1380 |
+
"map@5": 0.4395434027777778,
|
1381 |
+
"map@10": 0.4504348175902305,
|
1382 |
+
"mrr@1": 0.4875,
|
1383 |
+
"mrr@5": 0.5894010416666666,
|
1384 |
+
"mrr@10": 0.5999429563492064,
|
1385 |
+
"num_pred": 640,
|
1386 |
+
"num_data": 640
|
1387 |
+
},
|
1388 |
+
"ViDoRe_economics_reports_v2": {
|
1389 |
+
"hit@1": 0.6724137931034483,
|
1390 |
+
"hit@5": 0.9310344827586207,
|
1391 |
+
"hit@10": 0.9655172413793104,
|
1392 |
+
"ndcg_linear@1": 0.6724137931034483,
|
1393 |
+
"ndcg_linear@5": 0.6239953099594612,
|
1394 |
+
"ndcg_linear@10": 0.5778584794094483,
|
1395 |
+
"ndcg_exponential@1": 0.6724137931034483,
|
1396 |
+
"ndcg_exponential@5": 0.6239953099594612,
|
1397 |
+
"ndcg_exponential@10": 0.5778584794094482,
|
1398 |
+
"precision@1": 0.6724137931034483,
|
1399 |
+
"precision@5": 0.5379310344827587,
|
1400 |
+
"precision@10": 0.40344827586206894,
|
1401 |
+
"recall@1": 0.11664064220773461,
|
1402 |
+
"recall@5": 0.33309931435822837,
|
1403 |
+
"recall@10": 0.4321272793882071,
|
1404 |
+
"f1@1": 0.16300895478128777,
|
1405 |
+
"f1@5": 0.33442531134294184,
|
1406 |
+
"f1@10": 0.3373550490696928,
|
1407 |
+
"map@1": 0.6724137931034483,
|
1408 |
+
"map@5": 0.5219157088122605,
|
1409 |
+
"map@10": 0.4433651857933467,
|
1410 |
+
"mrr@1": 0.6724137931034483,
|
1411 |
+
"mrr@5": 0.7801724137931034,
|
1412 |
+
"mrr@10": 0.784051724137931,
|
1413 |
+
"num_pred": 58,
|
1414 |
+
"num_data": 58
|
1415 |
+
},
|
1416 |
+
"ViDoRe_economics_reports_v2_multilingual": {
|
1417 |
+
"hit@1": 0.6336206896551724,
|
1418 |
+
"hit@5": 0.8879310344827587,
|
1419 |
+
"hit@10": 0.9310344827586207,
|
1420 |
+
"ndcg_linear@1": 0.6336206896551724,
|
1421 |
+
"ndcg_linear@5": 0.5437763166008467,
|
1422 |
+
"ndcg_linear@10": 0.5163709030837411,
|
1423 |
+
"ndcg_exponential@1": 0.6336206896551724,
|
1424 |
+
"ndcg_exponential@5": 0.5437763166008467,
|
1425 |
+
"ndcg_exponential@10": 0.5163709030837411,
|
1426 |
+
"precision@1": 0.6336206896551724,
|
1427 |
+
"precision@5": 0.4681034482758621,
|
1428 |
+
"precision@10": 0.3702586206896552,
|
1429 |
+
"recall@1": 0.09690712856312815,
|
1430 |
+
"recall@5": 0.27566133069345045,
|
1431 |
+
"recall@10": 0.3867597735214331,
|
1432 |
+
"f1@1": 0.1413865085366812,
|
1433 |
+
"f1@5": 0.2801192302438006,
|
1434 |
+
"f1@10": 0.3043647207762049,
|
1435 |
+
"map@1": 0.6336206896551724,
|
1436 |
+
"map@5": 0.43907327586206896,
|
1437 |
+
"map@10": 0.37814547658143716,
|
1438 |
+
"mrr@1": 0.6336206896551724,
|
1439 |
+
"mrr@5": 0.7258620689655172,
|
1440 |
+
"mrr@10": 0.7318726053639846,
|
1441 |
+
"num_pred": 232,
|
1442 |
+
"num_data": 232
|
1443 |
+
},
|
1444 |
+
"ViDoRe_esg_reports_v2": {
|
1445 |
+
"hit@1": 0.45614035087719296,
|
1446 |
+
"hit@5": 0.8070175438596491,
|
1447 |
+
"hit@10": 0.8596491228070176,
|
1448 |
+
"ndcg_linear@1": 0.45614035087719296,
|
1449 |
+
"ndcg_linear@5": 0.4840091301428302,
|
1450 |
+
"ndcg_linear@10": 0.48674129856378234,
|
1451 |
+
"ndcg_exponential@1": 0.45614035087719296,
|
1452 |
+
"ndcg_exponential@5": 0.4840091301428302,
|
1453 |
+
"ndcg_exponential@10": 0.48674129856378234,
|
1454 |
+
"precision@1": 0.45614035087719296,
|
1455 |
+
"precision@5": 0.22807017543859648,
|
1456 |
+
"precision@10": 0.13859649122807016,
|
1457 |
+
"recall@1": 0.2482873851294904,
|
1458 |
+
"recall@5": 0.49895572263993315,
|
1459 |
+
"recall@10": 0.5520676691729324,
|
1460 |
+
"f1@1": 0.282098895928297,
|
1461 |
+
"f1@5": 0.26190759171436023,
|
1462 |
+
"f1@10": 0.18742349977073786,
|
1463 |
+
"map@1": 0.45614035087719296,
|
1464 |
+
"map@5": 0.40019493177387905,
|
1465 |
+
"map@10": 0.3901849531235496,
|
1466 |
+
"mrr@1": 0.45614035087719296,
|
1467 |
+
"mrr@5": 0.5938596491228071,
|
1468 |
+
"mrr@10": 0.6006265664160402,
|
1469 |
+
"num_pred": 57,
|
1470 |
+
"num_data": 57
|
1471 |
+
},
|
1472 |
+
"ViDoRe_esg_reports_v2_multilingual": {
|
1473 |
+
"hit@1": 0.40350877192982454,
|
1474 |
+
"hit@5": 0.7236842105263158,
|
1475 |
+
"hit@10": 0.8289473684210527,
|
1476 |
+
"ndcg_linear@1": 0.40350877192982454,
|
1477 |
+
"ndcg_linear@5": 0.4232758971935877,
|
1478 |
+
"ndcg_linear@10": 0.44231743534693463,
|
1479 |
+
"ndcg_exponential@1": 0.40350877192982454,
|
1480 |
+
"ndcg_exponential@5": 0.4232758971935877,
|
1481 |
+
"ndcg_exponential@10": 0.44231743534693463,
|
1482 |
+
"precision@1": 0.40350877192982454,
|
1483 |
+
"precision@5": 0.20526315789473687,
|
1484 |
+
"precision@10": 0.13333333333333336,
|
1485 |
+
"recall@1": 0.20570697577276525,
|
1486 |
+
"recall@5": 0.4370405179615706,
|
1487 |
+
"recall@10": 0.5263523391812865,
|
1488 |
+
"f1@1": 0.23981819417391104,
|
1489 |
+
"f1@5": 0.23522908579623647,
|
1490 |
+
"f1@10": 0.179852140132,
|
1491 |
+
"map@1": 0.40350877192982454,
|
1492 |
+
"map@5": 0.345109649122807,
|
1493 |
+
"map@10": 0.3432124727327578,
|
1494 |
+
"mrr@1": 0.40350877192982454,
|
1495 |
+
"mrr@5": 0.5246345029239766,
|
1496 |
+
"mrr@10": 0.5391551796157059,
|
1497 |
+
"num_pred": 228,
|
1498 |
+
"num_data": 228
|
1499 |
+
},
|
1500 |
+
"VisRAG_ArxivQA": {
|
1501 |
+
"hit@1": 0.6678921568627451,
|
1502 |
+
"hit@5": 0.8026960784313726,
|
1503 |
+
"hit@10": 0.8566176470588235,
|
1504 |
+
"ndcg_linear@1": 0.6678921568627451,
|
1505 |
+
"ndcg_linear@5": 0.7396009213599012,
|
1506 |
+
"ndcg_linear@10": 0.7571120950537005,
|
1507 |
+
"ndcg_exponential@1": 0.6678921568627451,
|
1508 |
+
"ndcg_exponential@5": 0.7396009213599012,
|
1509 |
+
"ndcg_exponential@10": 0.7571120950537005,
|
1510 |
+
"precision@1": 0.6678921568627451,
|
1511 |
+
"precision@5": 0.16053921568627452,
|
1512 |
+
"precision@10": 0.08566176470588235,
|
1513 |
+
"recall@1": 0.6678921568627451,
|
1514 |
+
"recall@5": 0.8026960784313726,
|
1515 |
+
"recall@10": 0.8566176470588235,
|
1516 |
+
"f1@1": 0.6678921568627451,
|
1517 |
+
"f1@5": 0.2675653594771243,
|
1518 |
+
"f1@10": 0.15574866310160432,
|
1519 |
+
"map@1": 0.6678921568627451,
|
1520 |
+
"map@5": 0.7186070261437907,
|
1521 |
+
"map@10": 0.7258802131963897,
|
1522 |
+
"mrr@1": 0.6678921568627451,
|
1523 |
+
"mrr@5": 0.7186070261437907,
|
1524 |
+
"mrr@10": 0.7258802131963897,
|
1525 |
+
"num_pred": 816,
|
1526 |
+
"num_data": 816
|
1527 |
+
},
|
1528 |
+
"VisRAG_ChartQA": {
|
1529 |
+
"hit@1": 0.7142857142857143,
|
1530 |
+
"hit@5": 0.9047619047619048,
|
1531 |
+
"hit@10": 0.9523809523809523,
|
1532 |
+
"ndcg_linear@1": 0.7142857142857143,
|
1533 |
+
"ndcg_linear@5": 0.8271276879399446,
|
1534 |
+
"ndcg_linear@10": 0.8426611061424722,
|
1535 |
+
"ndcg_exponential@1": 0.7142857142857143,
|
1536 |
+
"ndcg_exponential@5": 0.8271276879399446,
|
1537 |
+
"ndcg_exponential@10": 0.8426611061424722,
|
1538 |
+
"precision@1": 0.7142857142857143,
|
1539 |
+
"precision@5": 0.18095238095238086,
|
1540 |
+
"precision@10": 0.09523809523809518,
|
1541 |
+
"recall@1": 0.7142857142857143,
|
1542 |
+
"recall@5": 0.9047619047619048,
|
1543 |
+
"recall@10": 0.9523809523809523,
|
1544 |
+
"f1@1": 0.7142857142857143,
|
1545 |
+
"f1@5": 0.3015873015873015,
|
1546 |
+
"f1@10": 0.17316017316017318,
|
1547 |
+
"map@1": 0.7142857142857143,
|
1548 |
+
"map@5": 0.8002645502645502,
|
1549 |
+
"map@10": 0.8067649281934997,
|
1550 |
+
"mrr@1": 0.7142857142857143,
|
1551 |
+
"mrr@5": 0.8002645502645502,
|
1552 |
+
"mrr@10": 0.8067649281934997,
|
1553 |
+
"num_pred": 63,
|
1554 |
+
"num_data": 63
|
1555 |
+
},
|
1556 |
+
"VisRAG_MP-DocVQA": {
|
1557 |
+
"hit@1": 0.6345177664974619,
|
1558 |
+
"hit@5": 0.8477157360406091,
|
1559 |
+
"hit@10": 0.9018612521150592,
|
1560 |
+
"ndcg_linear@1": 0.6345177664974619,
|
1561 |
+
"ndcg_linear@5": 0.7514909307949428,
|
1562 |
+
"ndcg_linear@10": 0.7691854509486024,
|
1563 |
+
"ndcg_exponential@1": 0.6345177664974619,
|
1564 |
+
"ndcg_exponential@5": 0.7514909307949428,
|
1565 |
+
"ndcg_exponential@10": 0.7691854509486024,
|
1566 |
+
"precision@1": 0.6345177664974619,
|
1567 |
+
"precision@5": 0.1695431472081218,
|
1568 |
+
"precision@10": 0.09018612521150592,
|
1569 |
+
"recall@1": 0.6345177664974619,
|
1570 |
+
"recall@5": 0.8477157360406091,
|
1571 |
+
"recall@10": 0.9018612521150592,
|
1572 |
+
"f1@1": 0.6345177664974619,
|
1573 |
+
"f1@5": 0.2825719120135365,
|
1574 |
+
"f1@10": 0.16397477311182898,
|
1575 |
+
"map@1": 0.6345177664974619,
|
1576 |
+
"map@5": 0.7191201353637902,
|
1577 |
+
"map@10": 0.7265282142185695,
|
1578 |
+
"mrr@1": 0.6345177664974619,
|
1579 |
+
"mrr@5": 0.7191201353637902,
|
1580 |
+
"mrr@10": 0.7265282142185695,
|
1581 |
+
"num_pred": 591,
|
1582 |
+
"num_data": 591
|
1583 |
+
},
|
1584 |
+
"VisRAG_SlideVQA": {
|
1585 |
+
"hit@1": 0.8183453237410072,
|
1586 |
+
"hit@5": 0.9460431654676259,
|
1587 |
+
"hit@10": 0.960431654676259,
|
1588 |
+
"ndcg_linear@1": 0.8183453237410072,
|
1589 |
+
"ndcg_linear@5": 0.8757603375609319,
|
1590 |
+
"ndcg_linear@10": 0.8826063813963076,
|
1591 |
+
"ndcg_exponential@1": 0.8183453237410072,
|
1592 |
+
"ndcg_exponential@5": 0.8757603375609319,
|
1593 |
+
"ndcg_exponential@10": 0.8826063813963076,
|
1594 |
+
"precision@1": 0.8183453237410072,
|
1595 |
+
"precision@5": 0.23453237410071945,
|
1596 |
+
"precision@10": 0.11978417266187052,
|
1597 |
+
"recall@1": 0.7077338129496403,
|
1598 |
+
"recall@5": 0.9307553956834532,
|
1599 |
+
"recall@10": 0.9505395683453237,
|
1600 |
+
"f1@1": 0.7446043165467626,
|
1601 |
+
"f1@5": 0.36784857828023304,
|
1602 |
+
"f1@10": 0.2102954000436015,
|
1603 |
+
"map@1": 0.8183453237410072,
|
1604 |
+
"map@5": 0.8467026378896882,
|
1605 |
+
"map@10": 0.8500692303300217,
|
1606 |
+
"mrr@1": 0.8183453237410072,
|
1607 |
+
"mrr@5": 0.8747901678657074,
|
1608 |
+
"mrr@10": 0.8768385291766587,
|
1609 |
+
"num_pred": 556,
|
1610 |
+
"num_data": 556
|
1611 |
+
},
|
1612 |
+
"VisRAG_InfoVQA": {
|
1613 |
+
"hit@1": 0.7910863509749304,
|
1614 |
+
"hit@5": 0.9498607242339833,
|
1615 |
+
"hit@10": 0.9735376044568245,
|
1616 |
+
"ndcg_linear@1": 0.7910863509749304,
|
1617 |
+
"ndcg_linear@5": 0.8790605012800432,
|
1618 |
+
"ndcg_linear@10": 0.8868808761920904,
|
1619 |
+
"ndcg_exponential@1": 0.7910863509749304,
|
1620 |
+
"ndcg_exponential@5": 0.8790605012800432,
|
1621 |
+
"ndcg_exponential@10": 0.8868808761920904,
|
1622 |
+
"precision@1": 0.7910863509749304,
|
1623 |
+
"precision@5": 0.18997214484679661,
|
1624 |
+
"precision@10": 0.09735376044568242,
|
1625 |
+
"recall@1": 0.7910863509749304,
|
1626 |
+
"recall@5": 0.9498607242339833,
|
1627 |
+
"recall@10": 0.9735376044568245,
|
1628 |
+
"f1@1": 0.7910863509749304,
|
1629 |
+
"f1@5": 0.31662024141132783,
|
1630 |
+
"f1@10": 0.17700683717396815,
|
1631 |
+
"map@1": 0.7910863509749304,
|
1632 |
+
"map@5": 0.8551532033426184,
|
1633 |
+
"map@10": 0.8584770305522396,
|
1634 |
+
"mrr@1": 0.7910863509749304,
|
1635 |
+
"mrr@5": 0.8551532033426184,
|
1636 |
+
"mrr@10": 0.8584770305522396,
|
1637 |
+
"num_pred": 718,
|
1638 |
+
"num_data": 718
|
1639 |
+
},
|
1640 |
+
"VisRAG_PlotQA": {
|
1641 |
+
"hit@1": 0.544611819235226,
|
1642 |
+
"hit@5": 0.8308227114716107,
|
1643 |
+
"hit@10": 0.9177288528389339,
|
1644 |
+
"ndcg_linear@1": 0.544611819235226,
|
1645 |
+
"ndcg_linear@5": 0.6942176970260413,
|
1646 |
+
"ndcg_linear@10": 0.7230786635160757,
|
1647 |
+
"ndcg_exponential@1": 0.544611819235226,
|
1648 |
+
"ndcg_exponential@5": 0.6942176970260413,
|
1649 |
+
"ndcg_exponential@10": 0.7230786635160757,
|
1650 |
+
"precision@1": 0.544611819235226,
|
1651 |
+
"precision@5": 0.1661645422943221,
|
1652 |
+
"precision@10": 0.0917728852838934,
|
1653 |
+
"recall@1": 0.544611819235226,
|
1654 |
+
"recall@5": 0.8308227114716107,
|
1655 |
+
"recall@10": 0.9177288528389339,
|
1656 |
+
"f1@1": 0.544611819235226,
|
1657 |
+
"f1@5": 0.27694090382387027,
|
1658 |
+
"f1@10": 0.16685979142526072,
|
1659 |
+
"map@1": 0.544611819235226,
|
1660 |
+
"map@5": 0.6489764387794515,
|
1661 |
+
"map@10": 0.6613304456583716,
|
1662 |
+
"mrr@1": 0.544611819235226,
|
1663 |
+
"mrr@5": 0.6489764387794515,
|
1664 |
+
"mrr@10": 0.6613304456583716,
|
1665 |
+
"num_pred": 863,
|
1666 |
+
"num_data": 863
|
1667 |
+
},
|
1668 |
+
"ViDoSeek-page": {
|
1669 |
+
"hit@1": 0.03590192644483362,
|
1670 |
+
"hit@5": 0.3975481611208406,
|
1671 |
+
"hit@10": 0.5691768826619965,
|
1672 |
+
"ndcg_linear@1": 0.03590192644483362,
|
1673 |
+
"ndcg_linear@5": 0.22521258403626243,
|
1674 |
+
"ndcg_linear@10": 0.28053386139174635,
|
1675 |
+
"ndcg_exponential@1": 0.03590192644483362,
|
1676 |
+
"ndcg_exponential@5": 0.2252125840362625,
|
1677 |
+
"ndcg_exponential@10": 0.2805338613917464,
|
1678 |
+
"precision@1": 0.03590192644483362,
|
1679 |
+
"precision@5": 0.07950963222416814,
|
1680 |
+
"precision@10": 0.05691768826619965,
|
1681 |
+
"recall@1": 0.03590192644483362,
|
1682 |
+
"recall@5": 0.3975481611208406,
|
1683 |
+
"recall@10": 0.5691768826619965,
|
1684 |
+
"f1@1": 0.03590192644483362,
|
1685 |
+
"f1@5": 0.13251605370694688,
|
1686 |
+
"f1@10": 0.10348670593854482,
|
1687 |
+
"map@1": 0.03590192644483362,
|
1688 |
+
"map@5": 0.16818447168709866,
|
1689 |
+
"map@10": 0.19090950157062242,
|
1690 |
+
"mrr@1": 0.03590192644483362,
|
1691 |
+
"mrr@5": 0.16818447168709866,
|
1692 |
+
"mrr@10": 0.19090950157062242,
|
1693 |
+
"num_pred": 1142,
|
1694 |
+
"num_data": 1142
|
1695 |
+
},
|
1696 |
+
"ViDoSeek-doc": {
|
1697 |
+
"hit@1": 0.967600700525394,
|
1698 |
+
"hit@5": 0.9912434325744308,
|
1699 |
+
"hit@10": 0.9947460595446584,
|
1700 |
+
"ndcg_linear@1": 0.6640396964389959,
|
1701 |
+
"ndcg_linear@5": 0.7381875577427405,
|
1702 |
+
"ndcg_linear@10": 0.6871635755844959,
|
1703 |
+
"ndcg_exponential@1": 0.44721040780585436,
|
1704 |
+
"ndcg_exponential@5": 0.6351323839097036,
|
1705 |
+
"ndcg_exponential@10": 0.6271573405500023,
|
1706 |
+
"precision@1": 0.967600700525394,
|
1707 |
+
"precision@5": 0.7894921190893169,
|
1708 |
+
"precision@10": 0.6666374781085814,
|
1709 |
+
"recall@1": 0.05685904650277686,
|
1710 |
+
"recall@5": 0.2297427137579388,
|
1711 |
+
"recall@10": 0.37873050973241357,
|
1712 |
+
"f1@1": 0.1066827260357991,
|
1713 |
+
"f1@5": 0.34885226987624357,
|
1714 |
+
"f1@10": 0.4725989168559724,
|
1715 |
+
"map@1": 0.967600700525394,
|
1716 |
+
"map@5": 0.7663018096906012,
|
1717 |
+
"map@10": 0.6290937040964144,
|
1718 |
+
"mrr@1": 0.967600700525394,
|
1719 |
+
"mrr@5": 0.9774810274372445,
|
1720 |
+
"mrr@10": 0.9779466544352708,
|
1721 |
+
"num_pred": 1142,
|
1722 |
+
"num_data": 1142
|
1723 |
+
},
|
1724 |
+
"MMLongBench-page": {
|
1725 |
+
"hit@1": 0.06921241050119331,
|
1726 |
+
"hit@5": 0.2684964200477327,
|
1727 |
+
"hit@10": 0.3615751789976134,
|
1728 |
+
"ndcg_linear@1": 0.06921241050119331,
|
1729 |
+
"ndcg_linear@5": 0.13321438053690215,
|
1730 |
+
"ndcg_linear@10": 0.16407663340081668,
|
1731 |
+
"ndcg_exponential@1": 0.06921241050119331,
|
1732 |
+
"ndcg_exponential@5": 0.13321438053690218,
|
1733 |
+
"ndcg_exponential@10": 0.16407663340081668,
|
1734 |
+
"precision@1": 0.06921241050119331,
|
1735 |
+
"precision@5": 0.06109785202863962,
|
1736 |
+
"precision@10": 0.04474940334128878,
|
1737 |
+
"recall@1": 0.03948886237072395,
|
1738 |
+
"recall@5": 0.19447096260938743,
|
1739 |
+
"recall@10": 0.2800511640308776,
|
1740 |
+
"f1@1": 0.0478245037910909,
|
1741 |
+
"f1@5": 0.08852321536232811,
|
1742 |
+
"f1@10": 0.07425630814568612,
|
1743 |
+
"map@1": 0.06921241050119331,
|
1744 |
+
"map@5": 0.09737635905595333,
|
1745 |
+
"map@10": 0.11133320863481962,
|
1746 |
+
"mrr@1": 0.06921241050119331,
|
1747 |
+
"mrr@5": 0.13852426412092284,
|
1748 |
+
"mrr@10": 0.15127808084251998,
|
1749 |
+
"num_pred": 838,
|
1750 |
+
"num_data": 838
|
1751 |
+
},
|
1752 |
+
"MMLongBench-doc": {
|
1753 |
+
"hit@1": 0.5918854415274463,
|
1754 |
+
"hit@5": 0.7362768496420048,
|
1755 |
+
"hit@10": 0.7744630071599046,
|
1756 |
+
"ndcg_linear@1": 0.4152744630071599,
|
1757 |
+
"ndcg_linear@5": 0.4261384981108878,
|
1758 |
+
"ndcg_linear@10": 0.4019035560697594,
|
1759 |
+
"ndcg_exponential@1": 0.2891237640640982,
|
1760 |
+
"ndcg_exponential@5": 0.3576172404449913,
|
1761 |
+
"ndcg_exponential@10": 0.3589966960948837,
|
1762 |
+
"precision@1": 0.5918854415274463,
|
1763 |
+
"precision@5": 0.46634844868735087,
|
1764 |
+
"precision@10": 0.4014319809069212,
|
1765 |
+
"recall@1": 0.0191876249526271,
|
1766 |
+
"recall@5": 0.07398509122648067,
|
1767 |
+
"recall@10": 0.12445621257012725,
|
1768 |
+
"f1@1": 0.03679959766537488,
|
1769 |
+
"f1@5": 0.12303925012943988,
|
1770 |
+
"f1@10": 0.17929201388303725,
|
1771 |
+
"map@1": 0.5918854415274463,
|
1772 |
+
"map@5": 0.4240692124105012,
|
1773 |
+
"map@10": 0.3442249750602973,
|
1774 |
+
"mrr@1": 0.5918854415274463,
|
1775 |
+
"mrr@5": 0.6487072394590293,
|
1776 |
+
"mrr@10": 0.6537196461719134,
|
1777 |
+
"num_pred": 838,
|
1778 |
+
"num_data": 838
|
1779 |
+
}
|
1780 |
+
},
|
1781 |
+
"video": {
|
1782 |
+
"DiDeMo": {
|
1783 |
+
"hit@1": 0.3784860557768924,
|
1784 |
+
"hit@5": 0.6254980079681275,
|
1785 |
+
"hit@10": 0.7131474103585658,
|
1786 |
+
"ndcg_linear@1": 0.3784860557768924,
|
1787 |
+
"ndcg_linear@5": 0.5084233639109036,
|
1788 |
+
"ndcg_linear@10": 0.5369917368207054,
|
1789 |
+
"ndcg_exponential@1": 0.3784860557768924,
|
1790 |
+
"ndcg_exponential@5": 0.5084233639109036,
|
1791 |
+
"ndcg_exponential@10": 0.5369917368207054,
|
1792 |
+
"precision@1": 0.3784860557768924,
|
1793 |
+
"precision@5": 0.1250996015936255,
|
1794 |
+
"precision@10": 0.07131474103585657,
|
1795 |
+
"recall@1": 0.3784860557768924,
|
1796 |
+
"recall@5": 0.6254980079681275,
|
1797 |
+
"recall@10": 0.7131474103585658,
|
1798 |
+
"f1@1": 0.3784860557768924,
|
1799 |
+
"f1@5": 0.2084993359893759,
|
1800 |
+
"f1@10": 0.12966316551973922,
|
1801 |
+
"map@1": 0.3784860557768924,
|
1802 |
+
"map@5": 0.4696049136786189,
|
1803 |
+
"map@10": 0.48152232340479356,
|
1804 |
+
"mrr@1": 0.3784860557768924,
|
1805 |
+
"mrr@5": 0.4696049136786189,
|
1806 |
+
"mrr@10": 0.48152232340479356,
|
1807 |
+
"num_pred": 1004,
|
1808 |
+
"num_data": 1004
|
1809 |
+
},
|
1810 |
+
"MSR-VTT": {
|
1811 |
+
"hit@1": 0.365,
|
1812 |
+
"hit@5": 0.622,
|
1813 |
+
"hit@10": 0.729,
|
1814 |
+
"ndcg_linear@1": 0.365,
|
1815 |
+
"ndcg_linear@5": 0.5005179659992803,
|
1816 |
+
"ndcg_linear@10": 0.5349745937931284,
|
1817 |
+
"ndcg_exponential@1": 0.365,
|
1818 |
+
"ndcg_exponential@5": 0.5005179659992803,
|
1819 |
+
"ndcg_exponential@10": 0.5349745937931284,
|
1820 |
+
"precision@1": 0.365,
|
1821 |
+
"precision@5": 0.12439999999999998,
|
1822 |
+
"precision@10": 0.0729,
|
1823 |
+
"recall@1": 0.365,
|
1824 |
+
"recall@5": 0.622,
|
1825 |
+
"recall@10": 0.729,
|
1826 |
+
"f1@1": 0.365,
|
1827 |
+
"f1@5": 0.20733333333333337,
|
1828 |
+
"f1@10": 0.13254545454545455,
|
1829 |
+
"map@1": 0.365,
|
1830 |
+
"map@5": 0.46016666666666667,
|
1831 |
+
"map@10": 0.47430555555555554,
|
1832 |
+
"mrr@1": 0.365,
|
1833 |
+
"mrr@5": 0.46016666666666667,
|
1834 |
+
"mrr@10": 0.47430555555555554,
|
1835 |
+
"num_pred": 1000,
|
1836 |
+
"num_data": 1000
|
1837 |
+
},
|
1838 |
+
"MSVD": {
|
1839 |
+
"hit@1": 0.564179104477612,
|
1840 |
+
"hit@5": 0.8417910447761194,
|
1841 |
+
"hit@10": 0.9149253731343283,
|
1842 |
+
"ndcg_linear@1": 0.564179104477612,
|
1843 |
+
"ndcg_linear@5": 0.7135852695954814,
|
1844 |
+
"ndcg_linear@10": 0.7373464947299888,
|
1845 |
+
"ndcg_exponential@1": 0.564179104477612,
|
1846 |
+
"ndcg_exponential@5": 0.7135852695954814,
|
1847 |
+
"ndcg_exponential@10": 0.7373464947299888,
|
1848 |
+
"precision@1": 0.564179104477612,
|
1849 |
+
"precision@5": 0.16835820895522385,
|
1850 |
+
"precision@10": 0.09149253731343282,
|
1851 |
+
"recall@1": 0.564179104477612,
|
1852 |
+
"recall@5": 0.8417910447761194,
|
1853 |
+
"recall@10": 0.9149253731343283,
|
1854 |
+
"f1@1": 0.564179104477612,
|
1855 |
+
"f1@5": 0.2805970149253732,
|
1856 |
+
"f1@10": 0.1663500678426052,
|
1857 |
+
"map@1": 0.564179104477612,
|
1858 |
+
"map@5": 0.670771144278607,
|
1859 |
+
"map@10": 0.6806467661691542,
|
1860 |
+
"mrr@1": 0.564179104477612,
|
1861 |
+
"mrr@5": 0.670771144278607,
|
1862 |
+
"mrr@10": 0.6806467661691542,
|
1863 |
+
"num_pred": 670,
|
1864 |
+
"num_data": 670
|
1865 |
+
},
|
1866 |
+
"VATEX": {
|
1867 |
+
"hit@1": 0.31956230460026797,
|
1868 |
+
"hit@5": 0.5995980348369808,
|
1869 |
+
"hit@10": 0.7154979901741849,
|
1870 |
+
"ndcg_linear@1": 0.31956230460026797,
|
1871 |
+
"ndcg_linear@5": 0.4658379606490761,
|
1872 |
+
"ndcg_linear@10": 0.5034674297940451,
|
1873 |
+
"ndcg_exponential@1": 0.31956230460026797,
|
1874 |
+
"ndcg_exponential@5": 0.4658379606490761,
|
1875 |
+
"ndcg_exponential@10": 0.5034674297940451,
|
1876 |
+
"precision@1": 0.31956230460026797,
|
1877 |
+
"precision@5": 0.11991960696739616,
|
1878 |
+
"precision@10": 0.07154979901741848,
|
1879 |
+
"recall@1": 0.31956230460026797,
|
1880 |
+
"recall@5": 0.5995980348369808,
|
1881 |
+
"recall@10": 0.7154979901741849,
|
1882 |
+
"f1@1": 0.31956230460026797,
|
1883 |
+
"f1@5": 0.19986601161232698,
|
1884 |
+
"f1@10": 0.13009054366803363,
|
1885 |
+
"map@1": 0.31956230460026797,
|
1886 |
+
"map@5": 0.4215981837129671,
|
1887 |
+
"map@10": 0.4372130592597319,
|
1888 |
+
"mrr@1": 0.31956230460026797,
|
1889 |
+
"mrr@5": 0.4215981837129671,
|
1890 |
+
"mrr@10": 0.4372130592597319,
|
1891 |
+
"num_pred": 4478,
|
1892 |
+
"num_data": 4478
|
1893 |
+
},
|
1894 |
+
"YouCook2": {
|
1895 |
+
"hit@1": 0.09468386284995281,
|
1896 |
+
"hit@5": 0.2132746146586977,
|
1897 |
+
"hit@10": 0.2887700534759358,
|
1898 |
+
"ndcg_linear@1": 0.09468386284995281,
|
1899 |
+
"ndcg_linear@5": 0.1552679245645221,
|
1900 |
+
"ndcg_linear@10": 0.1795503822248778,
|
1901 |
+
"ndcg_exponential@1": 0.09468386284995281,
|
1902 |
+
"ndcg_exponential@5": 0.1552679245645221,
|
1903 |
+
"ndcg_exponential@10": 0.1795503822248778,
|
1904 |
+
"precision@1": 0.09468386284995281,
|
1905 |
+
"precision@5": 0.042654922931739545,
|
1906 |
+
"precision@10": 0.028877005347593583,
|
1907 |
+
"recall@1": 0.09468386284995281,
|
1908 |
+
"recall@5": 0.2132746146586977,
|
1909 |
+
"recall@10": 0.2887700534759358,
|
1910 |
+
"f1@1": 0.09468386284995281,
|
1911 |
+
"f1@5": 0.07109153821956592,
|
1912 |
+
"f1@10": 0.05250364608653379,
|
1913 |
+
"map@1": 0.09468386284995281,
|
1914 |
+
"map@5": 0.13621159693824053,
|
1915 |
+
"map@10": 0.14616044278674037,
|
1916 |
+
"mrr@1": 0.09468386284995281,
|
1917 |
+
"mrr@5": 0.13621159693824053,
|
1918 |
+
"mrr@10": 0.14616044278674037,
|
1919 |
+
"num_pred": 3179,
|
1920 |
+
"num_data": 3179
|
1921 |
+
},
|
1922 |
+
"QVHighlight": {
|
1923 |
+
"hit@1": 0.5844875346260388,
|
1924 |
+
"hit@5": 0.9233610341643582,
|
1925 |
+
"hit@10": 1.0,
|
1926 |
+
"ndcg_linear@1": 0.5844875346260388,
|
1927 |
+
"ndcg_linear@5": 0.7673666242833931,
|
1928 |
+
"ndcg_linear@10": 0.7923121272702577,
|
1929 |
+
"ndcg_exponential@1": 0.5844875346260388,
|
1930 |
+
"ndcg_exponential@5": 0.7673666242833931,
|
1931 |
+
"ndcg_exponential@10": 0.7923121272702577,
|
1932 |
+
"precision@1": 0.5844875346260388,
|
1933 |
+
"precision@5": 0.18467220683287167,
|
1934 |
+
"precision@10": 0.09999999999999998,
|
1935 |
+
"recall@1": 0.5844875346260388,
|
1936 |
+
"recall@5": 0.9233610341643582,
|
1937 |
+
"recall@10": 1.0,
|
1938 |
+
"f1@1": 0.5844875346260388,
|
1939 |
+
"f1@5": 0.3077870113881195,
|
1940 |
+
"f1@10": 0.18181818181818185,
|
1941 |
+
"map@1": 0.5844875346260388,
|
1942 |
+
"map@5": 0.7152354570637119,
|
1943 |
+
"map@10": 0.7256240015242785,
|
1944 |
+
"mrr@1": 0.5844875346260388,
|
1945 |
+
"mrr@5": 0.7152354570637119,
|
1946 |
+
"mrr@10": 0.7256240015242785,
|
1947 |
+
"num_pred": 1083,
|
1948 |
+
"num_data": 1083
|
1949 |
+
},
|
1950 |
+
"Charades-STA": {
|
1951 |
+
"hit@1": 0.18707015130674004,
|
1952 |
+
"hit@5": 0.5859697386519945,
|
1953 |
+
"hit@10": 1.0,
|
1954 |
+
"ndcg_linear@1": 0.18707015130674004,
|
1955 |
+
"ndcg_linear@5": 0.38248959900998625,
|
1956 |
+
"ndcg_linear@10": 0.512141897672638,
|
1957 |
+
"ndcg_exponential@1": 0.18707015130674004,
|
1958 |
+
"ndcg_exponential@5": 0.38248959900998625,
|
1959 |
+
"ndcg_exponential@10": 0.512141897672638,
|
1960 |
+
"precision@1": 0.18707015130674004,
|
1961 |
+
"precision@5": 0.11719394773039889,
|
1962 |
+
"precision@10": 0.09999999999999998,
|
1963 |
+
"recall@1": 0.18707015130674004,
|
1964 |
+
"recall@5": 0.5859697386519945,
|
1965 |
+
"recall@10": 1.0,
|
1966 |
+
"f1@1": 0.18707015130674004,
|
1967 |
+
"f1@5": 0.19532324621733155,
|
1968 |
+
"f1@10": 0.18181818181818185,
|
1969 |
+
"map@1": 0.18707015130674004,
|
1970 |
+
"map@5": 0.31636863823933975,
|
1971 |
+
"map@10": 0.367436300517456,
|
1972 |
+
"mrr@1": 0.18707015130674004,
|
1973 |
+
"mrr@5": 0.31636863823933975,
|
1974 |
+
"mrr@10": 0.367436300517456,
|
1975 |
+
"num_pred": 727,
|
1976 |
+
"num_data": 727
|
1977 |
+
},
|
1978 |
+
"MomentSeeker": {
|
1979 |
+
"hit@1": 0.41444444444444445,
|
1980 |
+
"hit@5": 0.8977777777777778,
|
1981 |
+
"hit@10": 1.0,
|
1982 |
+
"ndcg_linear@1": 0.41444444444444445,
|
1983 |
+
"ndcg_linear@5": 0.6712446517106028,
|
1984 |
+
"ndcg_linear@10": 0.7101997710080306,
|
1985 |
+
"ndcg_exponential@1": 0.41444444444444445,
|
1986 |
+
"ndcg_exponential@5": 0.6712446517106028,
|
1987 |
+
"ndcg_exponential@10": 0.7101997710080306,
|
1988 |
+
"precision@1": 0.41444444444444445,
|
1989 |
+
"precision@5": 0.197,
|
1990 |
+
"precision@10": 0.1127777777777778,
|
1991 |
+
"recall@1": 0.3934490740740741,
|
1992 |
+
"recall@5": 0.884212962962963,
|
1993 |
+
"recall@10": 0.9983796296296297,
|
1994 |
+
"f1@1": 0.4000149911816579,
|
1995 |
+
"f1@5": 0.3172931081264415,
|
1996 |
+
"f1@10": 0.2001037542704209,
|
1997 |
+
"map@1": 0.41444444444444445,
|
1998 |
+
"map@5": 0.595186574074074,
|
1999 |
+
"map@10": 0.6135632348618459,
|
2000 |
+
"mrr@1": 0.41444444444444445,
|
2001 |
+
"mrr@5": 0.6027407407407408,
|
2002 |
+
"mrr@10": 0.6168068783068783,
|
2003 |
+
"num_pred": 1800,
|
2004 |
+
"num_data": 1800
|
2005 |
+
},
|
2006 |
+
"K700": {
|
2007 |
+
"hit@1": 0.401,
|
2008 |
+
"hit@5": 0.678,
|
2009 |
+
"hit@10": 0.744,
|
2010 |
+
"ndcg_linear@1": 0.401,
|
2011 |
+
"ndcg_linear@5": 0.5491899087531276,
|
2012 |
+
"ndcg_linear@10": 0.570929753464218,
|
2013 |
+
"ndcg_exponential@1": 0.401,
|
2014 |
+
"ndcg_exponential@5": 0.5491899087531276,
|
2015 |
+
"ndcg_exponential@10": 0.570929753464218,
|
2016 |
+
"precision@1": 0.401,
|
2017 |
+
"precision@5": 0.13559999999999997,
|
2018 |
+
"precision@10": 0.07440000000000001,
|
2019 |
+
"recall@1": 0.401,
|
2020 |
+
"recall@5": 0.678,
|
2021 |
+
"recall@10": 0.744,
|
2022 |
+
"f1@1": 0.401,
|
2023 |
+
"f1@5": 0.22600000000000006,
|
2024 |
+
"f1@10": 0.13527272727272732,
|
2025 |
+
"map@1": 0.401,
|
2026 |
+
"map@5": 0.5062666666666666,
|
2027 |
+
"map@10": 0.5154734126984126,
|
2028 |
+
"mrr@1": 0.401,
|
2029 |
+
"mrr@5": 0.5062666666666666,
|
2030 |
+
"mrr@10": 0.5154734126984126,
|
2031 |
+
"num_pred": 1000,
|
2032 |
+
"num_data": 1000
|
2033 |
+
},
|
2034 |
+
"SmthSmthV2": {
|
2035 |
+
"hit@1": 0.358,
|
2036 |
+
"hit@5": 0.644,
|
2037 |
+
"hit@10": 0.756,
|
2038 |
+
"ndcg_linear@1": 0.358,
|
2039 |
+
"ndcg_linear@5": 0.5123197823084423,
|
2040 |
+
"ndcg_linear@10": 0.5486757900301636,
|
2041 |
+
"ndcg_exponential@1": 0.358,
|
2042 |
+
"ndcg_exponential@5": 0.5123197823084423,
|
2043 |
+
"ndcg_exponential@10": 0.5486757900301636,
|
2044 |
+
"precision@1": 0.358,
|
2045 |
+
"precision@5": 0.12879999999999997,
|
2046 |
+
"precision@10": 0.0756,
|
2047 |
+
"recall@1": 0.358,
|
2048 |
+
"recall@5": 0.644,
|
2049 |
+
"recall@10": 0.756,
|
2050 |
+
"f1@1": 0.358,
|
2051 |
+
"f1@5": 0.21466666666666676,
|
2052 |
+
"f1@10": 0.13745454545454544,
|
2053 |
+
"map@1": 0.358,
|
2054 |
+
"map@5": 0.4683333333333333,
|
2055 |
+
"map@10": 0.48342341269841266,
|
2056 |
+
"mrr@1": 0.358,
|
2057 |
+
"mrr@5": 0.4683333333333333,
|
2058 |
+
"mrr@10": 0.48342341269841266,
|
2059 |
+
"num_pred": 1000,
|
2060 |
+
"num_data": 1000
|
2061 |
+
},
|
2062 |
+
"HMDB51": {
|
2063 |
+
"hit@1": 0.469,
|
2064 |
+
"hit@5": 0.705,
|
2065 |
+
"hit@10": 0.807,
|
2066 |
+
"ndcg_linear@1": 0.469,
|
2067 |
+
"ndcg_linear@5": 0.5985372249919484,
|
2068 |
+
"ndcg_linear@10": 0.6318328535840803,
|
2069 |
+
"ndcg_exponential@1": 0.469,
|
2070 |
+
"ndcg_exponential@5": 0.5985372249919484,
|
2071 |
+
"ndcg_exponential@10": 0.6318328535840803,
|
2072 |
+
"precision@1": 0.469,
|
2073 |
+
"precision@5": 0.141,
|
2074 |
+
"precision@10": 0.0807,
|
2075 |
+
"recall@1": 0.469,
|
2076 |
+
"recall@5": 0.705,
|
2077 |
+
"recall@10": 0.807,
|
2078 |
+
"f1@1": 0.469,
|
2079 |
+
"f1@5": 0.23500000000000007,
|
2080 |
+
"f1@10": 0.14672727272727276,
|
2081 |
+
"map@1": 0.469,
|
2082 |
+
"map@5": 0.5627833333333333,
|
2083 |
+
"map@10": 0.5767099206349205,
|
2084 |
+
"mrr@1": 0.469,
|
2085 |
+
"mrr@5": 0.5627833333333333,
|
2086 |
+
"mrr@10": 0.5767099206349205,
|
2087 |
+
"num_pred": 1000,
|
2088 |
+
"num_data": 1000
|
2089 |
+
},
|
2090 |
+
"UCF101": {
|
2091 |
+
"hit@1": 0.396,
|
2092 |
+
"hit@5": 0.578,
|
2093 |
+
"hit@10": 0.642,
|
2094 |
+
"ndcg_linear@1": 0.396,
|
2095 |
+
"ndcg_linear@5": 0.49688662750278717,
|
2096 |
+
"ndcg_linear@10": 0.5175989354202445,
|
2097 |
+
"ndcg_exponential@1": 0.396,
|
2098 |
+
"ndcg_exponential@5": 0.49688662750278717,
|
2099 |
+
"ndcg_exponential@10": 0.5175989354202445,
|
2100 |
+
"precision@1": 0.396,
|
2101 |
+
"precision@5": 0.1156,
|
2102 |
+
"precision@10": 0.0642,
|
2103 |
+
"recall@1": 0.396,
|
2104 |
+
"recall@5": 0.578,
|
2105 |
+
"recall@10": 0.642,
|
2106 |
+
"f1@1": 0.396,
|
2107 |
+
"f1@5": 0.19266666666666674,
|
2108 |
+
"f1@10": 0.11672727272727275,
|
2109 |
+
"map@1": 0.396,
|
2110 |
+
"map@5": 0.46948333333333336,
|
2111 |
+
"map@10": 0.47803888888888885,
|
2112 |
+
"mrr@1": 0.396,
|
2113 |
+
"mrr@5": 0.46948333333333336,
|
2114 |
+
"mrr@10": 0.47803888888888885,
|
2115 |
+
"num_pred": 1000,
|
2116 |
+
"num_data": 1000
|
2117 |
+
},
|
2118 |
+
"Breakfast": {
|
2119 |
+
"hit@1": 0.16628175519630484,
|
2120 |
+
"hit@5": 0.5704387990762124,
|
2121 |
+
"hit@10": 1.0,
|
2122 |
+
"ndcg_linear@1": 0.16628175519630484,
|
2123 |
+
"ndcg_linear@5": 0.3594777564815222,
|
2124 |
+
"ndcg_linear@10": 0.49897171267064255,
|
2125 |
+
"ndcg_exponential@1": 0.16628175519630484,
|
2126 |
+
"ndcg_exponential@5": 0.3594777564815222,
|
2127 |
+
"ndcg_exponential@10": 0.49897171267064255,
|
2128 |
+
"precision@1": 0.16628175519630484,
|
2129 |
+
"precision@5": 0.11408775981524247,
|
2130 |
+
"precision@10": 0.1,
|
2131 |
+
"recall@1": 0.16628175519630484,
|
2132 |
+
"recall@5": 0.5704387990762124,
|
2133 |
+
"recall@10": 1.0,
|
2134 |
+
"f1@1": 0.16628175519630484,
|
2135 |
+
"f1@5": 0.19014626635873755,
|
2136 |
+
"f1@10": 0.1818181818181818,
|
2137 |
+
"map@1": 0.16628175519630484,
|
2138 |
+
"map@5": 0.2912625096227867,
|
2139 |
+
"map@10": 0.3491706074269585,
|
2140 |
+
"mrr@1": 0.16628175519630484,
|
2141 |
+
"mrr@5": 0.2912625096227867,
|
2142 |
+
"mrr@10": 0.3491706074269585,
|
2143 |
+
"num_pred": 433,
|
2144 |
+
"num_data": 433
|
2145 |
+
},
|
2146 |
+
"MVBench": {
|
2147 |
+
"hit@1": 0.489,
|
2148 |
+
"hit@5": 1.0,
|
2149 |
+
"hit@10": 1.0,
|
2150 |
+
"ndcg_linear@1": 0.489,
|
2151 |
+
"ndcg_linear@5": 0.7703159230451232,
|
2152 |
+
"ndcg_linear@10": 0.7703159230451232,
|
2153 |
+
"ndcg_exponential@1": 0.489,
|
2154 |
+
"ndcg_exponential@5": 0.7703159230451232,
|
2155 |
+
"ndcg_exponential@10": 0.7703159230451232,
|
2156 |
+
"precision@1": 0.489,
|
2157 |
+
"precision@5": 0.20000000000000004,
|
2158 |
+
"precision@10": 0.10000000000000002,
|
2159 |
+
"recall@1": 0.489,
|
2160 |
+
"recall@5": 1.0,
|
2161 |
+
"recall@10": 1.0,
|
2162 |
+
"f1@1": 0.489,
|
2163 |
+
"f1@5": 0.3333333333333333,
|
2164 |
+
"f1@10": 0.18181818181818182,
|
2165 |
+
"map@1": 0.489,
|
2166 |
+
"map@5": 0.6926875,
|
2167 |
+
"map@10": 0.6926875,
|
2168 |
+
"mrr@1": 0.489,
|
2169 |
+
"mrr@5": 0.6926875,
|
2170 |
+
"mrr@10": 0.6926875,
|
2171 |
+
"num_pred": 4000,
|
2172 |
+
"num_data": 4000
|
2173 |
+
},
|
2174 |
+
"Video-MME": {
|
2175 |
+
"hit@1": 0.46,
|
2176 |
+
"hit@5": 1.0,
|
2177 |
+
"hit@10": 1.0,
|
2178 |
+
"ndcg_linear@1": 0.46,
|
2179 |
+
"ndcg_linear@5": 0.7514241426205759,
|
2180 |
+
"ndcg_linear@10": 0.7514241426205759,
|
2181 |
+
"ndcg_exponential@1": 0.46,
|
2182 |
+
"ndcg_exponential@5": 0.7514241426205759,
|
2183 |
+
"ndcg_exponential@10": 0.7514241426205759,
|
2184 |
+
"precision@1": 0.46,
|
2185 |
+
"precision@5": 0.19999999999999996,
|
2186 |
+
"precision@10": 0.09999999999999998,
|
2187 |
+
"recall@1": 0.46,
|
2188 |
+
"recall@5": 1.0,
|
2189 |
+
"recall@10": 1.0,
|
2190 |
+
"f1@1": 0.46,
|
2191 |
+
"f1@5": 0.3333333333333334,
|
2192 |
+
"f1@10": 0.18181818181818188,
|
2193 |
+
"map@1": 0.46,
|
2194 |
+
"map@5": 0.6679012345679012,
|
2195 |
+
"map@10": 0.6679012345679012,
|
2196 |
+
"mrr@1": 0.46,
|
2197 |
+
"mrr@5": 0.6679012345679012,
|
2198 |
+
"mrr@10": 0.6679012345679012,
|
2199 |
+
"num_pred": 2700,
|
2200 |
+
"num_data": 2700
|
2201 |
+
},
|
2202 |
+
"NExTQA": {
|
2203 |
+
"hit@1": 0.6242410088743577,
|
2204 |
+
"hit@5": 1.0,
|
2205 |
+
"hit@10": 1.0,
|
2206 |
+
"ndcg_linear@1": 0.6242410088743577,
|
2207 |
+
"ndcg_linear@5": 0.8251125656021764,
|
2208 |
+
"ndcg_linear@10": 0.8251125656021764,
|
2209 |
+
"ndcg_exponential@1": 0.6242410088743577,
|
2210 |
+
"ndcg_exponential@5": 0.8251125656021764,
|
2211 |
+
"ndcg_exponential@10": 0.8251125656021764,
|
2212 |
+
"precision@1": 0.6242410088743577,
|
2213 |
+
"precision@5": 0.20000000000000004,
|
2214 |
+
"precision@10": 0.10000000000000002,
|
2215 |
+
"recall@1": 0.6242410088743577,
|
2216 |
+
"recall@5": 1.0,
|
2217 |
+
"recall@10": 1.0,
|
2218 |
+
"f1@1": 0.6242410088743577,
|
2219 |
+
"f1@5": 0.3333333333333333,
|
2220 |
+
"f1@10": 0.1818181818181818,
|
2221 |
+
"map@1": 0.6242410088743577,
|
2222 |
+
"map@5": 0.7668243032850692,
|
2223 |
+
"map@10": 0.7668243032850692,
|
2224 |
+
"mrr@1": 0.6242410088743577,
|
2225 |
+
"mrr@5": 0.7666491514868441,
|
2226 |
+
"mrr@10": 0.7666491514868441,
|
2227 |
+
"num_pred": 8564,
|
2228 |
+
"num_data": 8564
|
2229 |
+
},
|
2230 |
+
"EgoSchema": {
|
2231 |
+
"hit@1": 0.6,
|
2232 |
+
"hit@5": 1.0,
|
2233 |
+
"hit@10": 1.0,
|
2234 |
+
"ndcg_linear@1": 0.6,
|
2235 |
+
"ndcg_linear@5": 0.8168372075920476,
|
2236 |
+
"ndcg_linear@10": 0.8168372075920476,
|
2237 |
+
"ndcg_exponential@1": 0.6,
|
2238 |
+
"ndcg_exponential@5": 0.8168372075920476,
|
2239 |
+
"ndcg_exponential@10": 0.8168372075920476,
|
2240 |
+
"precision@1": 0.6,
|
2241 |
+
"precision@5": 0.2,
|
2242 |
+
"precision@10": 0.1,
|
2243 |
+
"recall@1": 0.6,
|
2244 |
+
"recall@5": 1.0,
|
2245 |
+
"recall@10": 1.0,
|
2246 |
+
"f1@1": 0.6,
|
2247 |
+
"f1@5": 0.3333333333333333,
|
2248 |
+
"f1@10": 0.18181818181818182,
|
2249 |
+
"map@1": 0.6,
|
2250 |
+
"map@5": 0.7555333333333333,
|
2251 |
+
"map@10": 0.7555333333333333,
|
2252 |
+
"mrr@1": 0.6,
|
2253 |
+
"mrr@5": 0.7555333333333333,
|
2254 |
+
"mrr@10": 0.7555333333333333,
|
2255 |
+
"num_pred": 500,
|
2256 |
+
"num_data": 500
|
2257 |
+
},
|
2258 |
+
"ActivityNetQA": {
|
2259 |
+
"hit@1": 0.76,
|
2260 |
+
"hit@5": 1.0,
|
2261 |
+
"hit@10": 1.0,
|
2262 |
+
"ndcg_linear@1": 0.76,
|
2263 |
+
"ndcg_linear@5": 0.9114231408571498,
|
2264 |
+
"ndcg_linear@10": 0.9114231408571498,
|
2265 |
+
"ndcg_exponential@1": 0.76,
|
2266 |
+
"ndcg_exponential@5": 0.9114231408571498,
|
2267 |
+
"ndcg_exponential@10": 0.9114231408571498,
|
2268 |
+
"precision@1": 0.76,
|
2269 |
+
"precision@5": 0.20000000000000004,
|
2270 |
+
"precision@10": 0.10000000000000002,
|
2271 |
+
"recall@1": 0.76,
|
2272 |
+
"recall@5": 1.0,
|
2273 |
+
"recall@10": 1.0,
|
2274 |
+
"f1@1": 0.76,
|
2275 |
+
"f1@5": 0.3333333333333333,
|
2276 |
+
"f1@10": 0.18181818181818182,
|
2277 |
+
"map@1": 0.76,
|
2278 |
+
"map@5": 0.88,
|
2279 |
+
"map@10": 0.88,
|
2280 |
+
"mrr@1": 0.76,
|
2281 |
+
"mrr@5": 0.88,
|
2282 |
+
"mrr@10": 0.88,
|
2283 |
+
"num_pred": 1000,
|
2284 |
+
"num_data": 1000
|
2285 |
+
}
|
2286 |
+
}
|
2287 |
+
}
|
2288 |
+
}
|