Add task category

This PR adds the video-text-to-text task category to the dataset card.

README.md

@@ -1,13 +1,20 @@
 ---
+language:
+- en
 license: cc-by-nc-sa-4.0
-extra_gated_prompt: >-
-  You acknowledge and understand that: This dataset is provided solely for
-  academic research purposes. It is not intended for commercial use or any other
-  non-research activities. All copyrights, trademarks, and other intellectual
-  property rights related to the videos in the dataset remain the exclusive
-  property of their respective owners. 
-   You assume full responsibility for any additional use or dissemination of this dataset and for any consequences that may arise from such actions. You are also aware that the copyright holders of the original videos retain the right to request the removal of their videos from the dataset. 
-   Furthermore, it is your responsibility to respect these conditions and to use the dataset ethically and in compliance with all applicable laws and regulations. Any violation of these terms may result in the immediate termination of your access to the dataset.
+task_categories:
+- video-text-to-text
+extra_gated_prompt: "You acknowledge and understand that: This dataset is provided\
+  \ solely for academic research purposes. It is not intended for commercial use or\
+  \ any other non-research activities. All copyrights, trademarks, and other intellectual\
+  \ property rights related to the videos in the dataset remain the exclusive property\
+  \ of their respective owners. \n You assume full responsibility for any additional\
+  \ use or dissemination of this dataset and for any consequences that may arise from\
+  \ such actions. You are also aware that the copyright holders of the original videos\
+  \ retain the right to request the removal of their videos from the dataset. \n Furthermore,\
+  \ it is your responsibility to respect these conditions and to use the dataset ethically\
+  \ and in compliance with all applicable laws and regulations. Any violation of these\
+  \ terms may result in the immediate termination of your access to the dataset."
 extra_gated_fields:
   Institution: text
   Name: text
@@ -17,12 +24,12 @@ extra_gated_fields:
     options:
     - Research
   I agree to use this dataset solely for research purposes: checkbox
-  I will not use this dataset in any way that infringes upon the rights of the copyright holders of the original videos, and strictly prohibit its use for any commercial purposes: checkbox
-task_categories:
-- question-answering
-language:
-- en
+  ? I will not use this dataset in any way that infringes upon the rights of the copyright
+    holders of the original videos, and strictly prohibit its use for any commercial
+    purposes
+  : checkbox
 ---
+
 <h1 align="center">MomentSeeker: A Comprehensive Benchmark and A Strong Baseline For Moment Retrieval Within Long Videos</h1>
 <p align="center">
   <a href="https://yhy-2000.github.io/MomentSeeker/">
@@ -95,6 +102,8 @@ If the original authors of the related works still believe that the videos shoul
 The JSON file provides candidate videos for each question. The candidates can be ranked, and metrics such as Recall@1 and MAP@5 can be computed accordingly.
 
 
+We evaluate the video models (LanguageBind and InternVideo2) using an input of uniformly sampled 8 frames, while COVR follows its default setting of 15 frames. For image models, we use the temporally middle frame as the video input. Additionally, we provide the evaluation code as a reference. To reproduce our results, users should follow the respective original repositories to set up a conda environment, download the model weights, and then run our code.
+
 
 ## Hosting and Maintenance
 The annotation files will be permanently retained.