Update utils_v2.py

utils_v2.py

@@ -32,11 +32,14 @@ DATA_TITLE_TYPE_D = BASE_DATA_TITLE_TYPE + \
 TABLE_INTRODUCTION = """**MMEB**: Massive MultiModal Embedding Benchmark \n
                         Models are ranked based on **Overall**"""
 TABLE_INTRODUCTION_I = """**I-CLS**: Image Classification, **I-QA**: (Image) Visual Question Answering, **I-RET**: Image Retrieval, **I-VG**: (Image) Visual Grounding \n
-                        Models are ranked based on **Image-Overall**"""
+                        Models are ranked based on **Image-Overall**\n
+                        **Models from the old V1 leaderboard are missing detailed scores of each dataset. 
+                        We hope the authors of the models on V1 leaderboard could rerun your models using our updated V2 pipeline, 
+                        and provide us the scores sheet with the new format, so that we can make them consistent with the other models' formats.**"""
 TABLE_INTRODUCTION_V = """**V-CLS**: Video Classification, **V-QA**: (Video) Visual Question Answering, **V-RET**: Video Retrieval, **V-MRET**: Video Moment Retrieval \n
                         Models are ranked based on **Video-Overall**"""
 TABLE_INTRODUCTION_D = """**VisDoc**: Visual Document Understanding \n
-                        Models are ranked based on **VisDoc**"""
+                        Models are ranked based on **Visdoc-Overall**"""
 
 LEADERBOARD_INFO = """
 ## Dataset Summary