| dense-video-captioning-on-activitynet | VTimeLLM | #10 | CIDEr: 27.6SODA: 5.8 |
| temporal-relation-extraction-on-vinoground | VTimeLLM | #13 | Text Score: 19.4Video Score: 27Group Score: 5.2 |
| vcgbench-diverse-on-videoinstruct | VTimeLLM | #5 | mean: 2.17Correctness of Information: 2.16Detail Orientation: 2.41… |
| video-based-generative-performance | VTimeLLM | #17 | mean: 2.85Correctness of Information: 2.78Detail Orientation: 3.10… |
| video-based-generative-performance-1 | VTimeLLM | #11 | gpt-score: 2.78 |
| video-based-generative-performance-2 | VTimeLLM | #11 | gpt-score: 2.47 |
| video-based-generative-performance-3 | VTimeLLM | #11 | gpt-score: 3.40 |
| video-based-generative-performance-4 | VTimeLLM | #4 | gpt-score: 3.10 |
| video-based-generative-performance-5 | VTimeLLM | #10 | gpt-score: 2.49 |
| video-question-answering-on-ovbench | VTimeLLM (7B) | #9 | AVG: 33.1 |