update

src/about.py

@@ -21,11 +21,13 @@ NUM_FEWSHOT = 0 # Change with your few shot
 
 
 # Your leaderboard name
-TITLE = """<h1 align="center" id="space-title">Demo leaderboard</h1>"""
+TITLE = """<h1 align="center" id="space-title">TempCompass leaderboard</h1>"""
 
 # What does your leaderboard evaluate?
 INTRODUCTION_TEXT = """
-Intro text
+Welcome to the leaderboard of TempCompass! 🏆
+
+TempCompass is a benchmark to evaluate the temporal perception ability of Video LLMs. It consists of 410 videos and 7,540 task instructions, covering 11 temporal aspects and 4 task types. Please refer to [our paper](https://arxiv.org/abs/2403.00476) for more details.
 """
 
 # Which evaluations are you running? how can people reproduce what you have?
@@ -69,4 +71,10 @@ If everything is done, check you can launch the EleutherAIHarness on your model
 
 CITATION_BUTTON_LABEL = "Copy the following snippet to cite these results"
 CITATION_BUTTON_TEXT = r"""
+@article{liu2024tempcompass,
+  title   = {TempCompass: Do Video LLMs Really Understand Videos?},
+  author  = {Yuanxin Liu and Shicheng Li and Yi Liu and Yuxiang Wang and Shuhuai Ren and Lei Li and Sishuo Chen and Xu Sun and Lu Hou},
+  year    = {2024},
+  journal = {arXiv preprint arXiv: 2403.00476}
+}
 """