| video-text-retrieval-on-test-of-time | Video-LLAMA | #1 | 2-Class Accuracy: 88.33 |
| video-based-generative-performance-benchmarking-consistency-on-videoinstruct | Video LLaMA | #18 | gpt-score: 1.79 |
| video-based-generative-performance-benchmarking-contextual-understanding-on-videoinstruct | Video LLaMA | #18 | gpt-score: 2.16 |
| video-based-generative-performance-benchmarking-correctness-of-information-on-videoinstruct | Video LLaMA | #18 | gpt-score: 1.96 |
| video-based-generative-performance-benchmarking-detail-orientation-on-videoinstruct | Video LLaMA | #18 | gpt-score: 2.18 |
| video-based-generative-performance-benchmarking-temporal-understanding-on-videoinstruct | Video LLaMA | #18 | gpt-score: 1.82 |
| video-based-generative-performance-benchmarking-on-videoinstruct | Video LLaMA | #23 | mean: 1.98Correctness of Information: 1.96Detail Orientation: 2.18… |
| zeroshot-video-question-answer-on-msvd-qa | Video LLaMA-7B | #28 | Accuracy: 51.6Confidence Score: 2.5 |
| zeroshot-video-question-answer-on-activitynet-qa | Video LLaMA | #29 | Accuracy: 12.4Confidence Score: 1.1 |
| zeroshot-video-question-answer-on-msrvtt-qa | Video LLaMA-7B | #30 | Accuracy: 29.6Confidence Score: 1.8 |
| video-question-answering-on-mvbench | VideoLLaMA | #88 | Avg.: 34.1 |