Video Understanding on MVBench zero-shot
69.7Accuracy
VideoLLaMA3
Updated 15d ago
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
2025.07 | 69.7 | - | - | - | - | - | - | - | - | - | |
2025.07 | 69.6 | - | - | - | - | - | - | - | - | - | |
2025.07 | 69.6 | - | - | - | - | - | - | - | - | - | |
2025.07 | 68.3 | - | - | - | - | - | - | - | - | - | |
2025.08 | 65.2 | 68.3 | 67.7 | 48.8 | 91 | 63 | 75 | 51.5 | 75.5 | 56 | |
2025.07 | 64.6 | - | - | - | - | - | - | - | - | - | |
2025.08 | 62.9 | 67.2 | 65.7 | 48.5 | 90.5 | 54.8 | 70.5 | 47.5 | 66 | 57.5 | |
2025.08 | 61.4 | 68.5 | 65.7 | 44.8 | 90.5 | 60.8 | 65.3 | 53.5 | 59 | 47.8 | |
2025.07 | 60.5 | - | - | - | - | - | - | - | - | - | |
2025.08 | 59.8 | 67.7 | 63.3 | 40 | 88.5 | 55.5 | 64.8 | 51 | 57 | 50.2 | |
2025.07 | 56.7 | - | - | - | - | - | - | - | - | - | |
2025.07 | 56.6 | - | - | - | - | - | - | - | - | - | |
2025.07 | 55.7 | - | - | - | - | - | - | - | - | - | |
2025.07 | 53.6 | - | - | - | - | - | - | - | - | - | |
2025.07 | 52 | - | - | - | - | - | - | - | - | - | |
2025.08 | 51.1 | 61.3 | 57.3 | 23 | 88.5 | 40.5 | 51.3 | 49 | 36.5 | 47 | |
2025.07 | 46.5 | - | - | - | - | - | - | - | - | - | |
2025.08 | 45.6 | 52.8 | 43.7 | 31.5 | 83.5 | 37 | 45.3 | 44.5 | 50 | 37.3 | |
2025.08 | 44 | 48.1 | 46.3 | 31 | 81 | 40.5 | 41.3 | 36 | 49 | 36.3 | |
2025.08 | 43.1 | 48 | 46.5 | 27.8 | 84.5 | 35.5 | 45.8 | 34 | 42.5 | 34.2 | |
2025.07 | 41.9 | - | - | - | - | - | - | - | - | - | |
2025.07 | 41 | - | - | - | - | - | - | - | - | - | |
2025.08 | 35.5 | 38 | 41.2 | 26.3 | 48.5 | 27.8 | 44.3 | 26.5 | 41 | 27.7 | |
2025.08 | 34.1 | 34.4 | 42.2 | 22.5 | 43 | 28.3 | 39 | 32.5 | 40 | 29.3 | |
2025.08 | 32.7 | 32.1 | 40.7 | 21.5 | 31 | 28 | 44 | 29 | 33 | 30.3 |