| question-answering-on-next-qa-open-ended-videoqa | MovieChat | #5 | Accuracy: 49.9Confidence Score: 2.7 |
| video-based-generative-performance-benchmarking-detail-orientation-on-videoinstruct | MovieChat | #9 | gpt-score: 2.93 |
| video-question-answering-on-activitynet-qa | MovieChat | #11 | Accuracy: 45.7Confidence score: 3.1 |
| zeroshot-video-question-answer-on-msvd-qa | MovieChat | #11 | Accuracy: 75.2Confidence Score: 2.9 |
| video-based-generative-performance-benchmarking-correctness-of-information-on-videoinstruct | MovieChat | #12 | gpt-score: 2.76 |
| video-based-generative-performance-benchmarking-consistency-on-videoinstruct | MovieChat | #13 | gpt-score: 2.42 |
| video-based-generative-performance-benchmarking-contextual-understanding-on-videoinstruct | MovieChat | #13 | gpt-score: 3.01 |
| video-based-generative-performance-benchmarking-temporal-understanding-on-videoinstruct | MovieChat | #13 | gpt-score: 2.24 |
| video-question-answering-on-ovbench | MovieChat (7B) | #13 | AVG: 30.9 |
| zeroshot-video-question-answer-on-activitynet-qa | MovieChat | #22 | Accuracy: 45.7Confidence Score: 3.1 |
| zeroshot-video-question-answer-on-msrvtt-qa | MovieChat | #24 | Accuracy: 52.7Confidence Score: 2.6 |