| video-based-generative-performance-benchmarking-consistency-on-videoinstruct | PPLLaVA-7B | #1 | gpt-score: 3.81 |
| video-based-generative-performance-benchmarking-contextual-understanding-on-videoinstruct | PPLLaVA-7B | #1 | gpt-score: 4.21 |
| video-based-generative-performance-benchmarking-correctness-of-information-on-videoinstruct | PPLLaVA-7B | #1 | gpt-score: 3.85 |
| video-based-generative-performance-benchmarking-detail-orientation-on-videoinstruct | PPLLaVA-7B | #1 | gpt-score: 3.56 |
| video-based-generative-performance-benchmarking-on-videoinstruct | PPLLaVA-7B-dpo | #1 | mean: 3.73Correctness of Information: 3.85Detail Orientation: 3.56… |
| video-based-generative-performance-benchmarking-on-videoinstruct | PPLLaVA-7B | #6 | mean: 3.32Correctness of Information: 3.32Detail Orientation: 3.20… |
| video-based-generative-performance-benchmarking-temporal-understanding-on-videoinstruct | PPLLaVA-7B | #1 | gpt-score: 3.21 |
| zeroshot-video-question-answer-on-activitynet-qa | PPLLaVA-7B | #3 | Accuracy: 60.7Confidence Score: 3.6 |
| zeroshot-video-question-answer-on-msrvtt-qa | PPLLaVA-7B | #8 | Accuracy: 64.3Confidence Score: 3.5 |
| zeroshot-video-question-answer-on-msvd-qa | PPLLaVA-7B | #9 | Accuracy: 77.1Confidence Score: 4.0 |
| video-question-answering-on-mvbench | PPLLaVA (7b) | #72 | Avg.: 59.2 |