| 3d-question-answering-3d-qa-on-scanqa-test-w | LLaVA-NeXT-Video | #14 | Exact Match: 18.7BLEU-4: 9.8ROUGE: 27.8METEOR: 9.1CIDEr: 46.2 |
| 3d-question-answering-3d-qa-on-sqa3d | LLaVA-NeXT-Video | #8 | Exact Match: 34.2 |
| on-implicitqa | LLaVA-OneVision - 7B | #3 | Average Accuracy: 43.4Macro Average Accuracy: 46.4 |
| temporal-relation-extraction-on-vinoground | LLaVA-OneVision-Qwen2-72B | #2 | Text Score: 48.4Video Score: 35.2Group Score: 21.8 |
| temporal-relation-extraction-on-vinoground | LLaVA-OneVision-Qwen2-7B | #3 | Text Score: 41.6Video Score: 29.4Group Score: 14.6 |
| video-question-answering-on-next-qa | LLaVA-OV(72B) | #12 | Accuracy: 80.2 |
| video-question-answering-on-next-qa | LLaVA-OV(7B) | #14 | Accuracy: 79.4 |
| video-question-answering-on-ovbench | LLaVA-OneVision (7B) | #4 | AVG: 49.5 |
| visual-question-answering-on-mm-vet | LLaVA-OneVision-72B | #19 | GPT-4 score: 63.7 |
| visual-question-answering-on-mm-vet | LLaVA-OneVision-7B | #34 | GPT-4 score: 57.5 |
| visual-question-answering-on-mm-vet | LLaVA-OneVision-0.5B | #152 | GPT-4 score: 29.1 |
| visual-question-answering-on-v-bench | LLaVA-OneVision7B | #4 | Accuracy: 74.46 |
| visual-question-answering-vqa-on-vlm2-bench | LLaVA-OneVision-7B | #6 | GC-mat: 16.60GC-trk: 13.70OC-cpr: 47.22OC-cnt: 56.17… |
| zero-shot-video-question-answer-on-vnbench | LLaVA-OneVision-72B | #3 | Accuracy: 58.7 |
| zero-shot-video-question-answer-on-vnbench | LLaVA-OneVision-7B | #4 | Accuracy: 51.8 |