| Benchmark | Model | Rank | Results |
|---|---|---|---|
| zero-shot-video-question-answer-on-longvideobench | TimeViper | #8 | Accuracy (% ): 54.1 |
| video-question-answering-on-mlvu | TimeViper | #47 | Accuracy: 65.6 |
| zero-shot-video-question-answer-on-video-mme-w-o-subs | TimeViper | #48 | Accuracy (%): 58.8 |
| video-question-answering-on-lvbench | TimeViper (w/ TransV) | #52 | Accuracy: 35.6 |
| video-question-answering-on-mvbench | TimeViper | #74 | Avg.: 57.2 |