Update README.md

README.md

@@ -1,6 +1,6 @@
 ---
 dataset_info:
-- config_name: default
+- config_name: vision_bench_0701
   features:
   - name: question_id
     dtype: string
@@ -36,7 +36,7 @@ configs:
 - config_name: default
   data_files:
   - split: test
-    path: data/test-*
+    path: vision_bench_0701/test-*
 - config_name: vision_bench_0617
   data_files:
   - split: test
@@ -45,10 +45,16 @@ configs:
 
 # WildVision-Bench
 
+We have two versions of Wildvision-Bench data
+- `vision_bench_0617`: the selected 500 examples that best simulates the vision-arena elo ranking, same data in the paper.
+- `vision_bench_0701`: the further filter and selected 500 examples by NSFW and manual selection. Leaderboard are still preparing.
+
 ## Evaluation
 Please refer to our [Github](https://github.com/WildVision-AI/WildVision-Bench) for evaluation
 
-## Leaderboard
+If you want to evaluate your model, please use the `vision_bench_0617` version to fairly compare the performance with other models in the following leaderboard.
+
+## Leaderboard (`vision_bench_0717`)
 
 |              Model               | Score |    95% CI   | Win Rate | Reward | Much Better | Better |  Tie  | Worse | Much Worse | Avg Tokens |
 | :------------------------------: | :---: | :---------: | :------: | :----: | :---------: | :----: | :---: | :---: | :--------: | :--------: |