image_classification_energyscore.csv

,model,total_gpu_energy,energy_score
0,deepmind/vision-perceiver-conv,0.0026413658908688,1
1,microsoft/beit-base-patch16-224,0.0007415063154269,5
2,microsoft/resnet-50,0.0003904286734538,5
3,microsoft/swin-base-patch4-window12-384,0.001530816613541,3
4,microsoft/resnet-18,0.0002991150448473,5
5,microsoft/swinv2-large-patch4-window12-192-22k,0.0012905211157493,3
6,microsoft/swinv2-large-patch4-window12-192-22k,0.0013860879144246,3
7,microsoft/swinv2-tiny-patch4-window8-256,0.0007677747808859,4
8,microsoft/swinv2-tiny-patch4-window16-256,0.0008481166784932,4
9,microsoft/beit-base-patch16-224-pt22k-ft22k,0.0007789863176341,4
10,apple/mobilevit-small,0.0005120553818661,5
11,WinKawaks/vit-tiny-patch16-224,0.0003847505022445,5
12,facebook/convnext-base-384-22k-1k,0.0011152139755038,4
13,facebook/convnext-tiny-224,0.0004507539994918,5
14,facebook/convnext-large-224,0.0009730105839629,4
15,nvidia/mit-b5,0.0024879305181205,1
16,google/efficientnet-b7,0.0018499837577637,2
17,google/vit-base-patch32-384,0.0007589946349732,5
18,google/vit-base-patch16-384,0.0009914635153924,4
19,google/vit-large-patch32-384,0.0011631231249422,4
20,google/mobilenet_v2_1.0_224,0.0004064683251744,5
21,google/vit-base-patch16-224,0.0005825953549653,5
22,google/bit-50,0.0008317437209498,4