Video Understanding on MLVU (test)
100.3Average
FSR
Updated 2d ago
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026.02 | 100.3 | 0.502 | - | - | - | - | - | - | - | - | - | |
2026.02 | 100 | 0.501 | - | - | - | - | - | - | - | - | - | |
2026.02 | 99.6 | 0.5 | - | - | - | - | - | - | - | - | - | |
2026.02 | 99.2 | 0.491 | - | - | - | - | - | - | - | - | - | |
2026.02 | 98.9 | 0.476 | - | - | - | - | - | - | - | - | - | |
2026.02 | 98.5 | 0.491 | - | - | - | - | - | - | - | - | - | |
2026.02 | 98.2 | 0.485 | - | - | - | - | - | - | - | - | - | |
2026.02 | 98.2 | 0.465 | - | - | - | - | - | - | - | - | - | |
2026.02 | 98 | 0.465 | - | - | - | - | - | - | - | - | - | |
2025.12 | 50 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 46 | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 45.7 | - | 85.7 | 51.3 | 48.3 | 47.2 | 52 | 44.4 | 32.9 | 15 | 34.9 | |
2026.02 | 45.6 | - | 80.2 | 53.8 | 36.7 | 54.7 | 54 | 38.9 | 42.9 | 16.7 | 32.6 | |
2025.12 | 45.6 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 45.6 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 45.5 | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 45 | - | 85.7 | 51.3 | 48.7 | 47.2 | 48 | 58.3 | 35.7 | 10 | 37.2 | |
2026.02 | 44.8 | - | 81.3 | 51.3 | 53.3 | 47.2 | 50 | 52.8 | 37.1 | 11.7 | 34.9 | |
2026.02 | 44.2 | - | 81.3 | 56.4 | 46.7 | 45.3 | 46 | 52.8 | 32.9 | 8.3 | 41.9 | |
2025.12 | 44.2 | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 43.6 | - | 76.9 | 43.6 | 36.7 | 39.6 | 44 | 47.2 | 27.1 | 8.3 | 32.6 | |
2025.12 | 42.9 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 41.8 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 41.1 | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 36.9 | - | 69.2 | 48.9 | 33.3 | 39.6 | 34 | 38.9 | 27.1 | 23.3 | 27.9 | |
2026.02 | 36.5 | - | 73.6 | 43.6 | 35 | 41.5 | 34 | 36.1 | 27.1 | 18.3 | 20.9 | |
2026.02 | 36.1 | - | 72.5 | 51.3 | 35 | 41.5 | 34 | 38.9 | 24.3 | 21.7 | 25.6 | |
2025.12 | 33.8 | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 33.3 | - | 68.1 | 35.9 | 21.7 | 30.1 | 34 | 50 | 20 | 6.7 | 20.1 | |
2026.02 | 32.7 | - | 68.1 | 23.1 | 25 | 34 | 24 | 33.3 | 22.9 | 16.7 | 16.3 | |
2026.02 | 32.1 | - | 74.7 | 33.3 | 26.7 | 18.9 | 24 | 33.3 | 17.1 | 15 | 27.9 | |
2026.02 | 30.7 | - | 70.3 | 38.5 | 13.3 | 26.4 | 26 | 38.9 | 20 | 21.7 | 20.9 | |
2025.12 | 30.7 | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 18.9 | - | 52.7 | 12.8 | 13.3 | 17 | 12 | 19.4 | 15.7 | 8.3 | 18.6 | |
2025.12 | - | 0.447 | - | - | - | - | - | - | - | - | - | |
2025.12 | - | 0.446 | - | - | - | - | - | - | - | - | - | |
2025.12 | - | 0.431 | - | - | - | - | - | - | - | - | - | |
2025.12 | - | 0.415 | - | - | - | - | - | - | - | - | - | |
| - | 0.454 | - | - | - | - | - | - | - | - | - | ||
2025.12 | - | 0.45 | - | - | - | - | - | - | - | - | - | |
2025.12 | - | 0.438 | - | - | - | - | - | - | - | - | - | |
2025.12 | - | 0.368 | - | - | - | - | - | - | - | - | - | |
| - | 0.441 | - | - | - | - | - | - | - | - | - | ||
2025.12 | - | 0.443 | - | - | - | - | - | - | - | - | - | |
2025.12 | - | 0.445 | - | - | - | - | - | - | - | - | - | |
2025.12 | - | 0.34 | - | - | - | - | - | - | - | - | - | |
| - | 0.433 | - | - | - | - | - | - | - | - | - | ||
2025.12 | - | 0.416 | - | - | - | - | - | - | - | - | - | |
2025.12 | - | 0.425 | - | - | - | - | - | - | - | - | - | |
2025.12 | - | 0.328 | - | - | - | - | - | - | - | - | - | |
| - | 0.398 | - | - | - | - | - | - | - | - | - | ||
2025.12 | - | 0.417 | - | - | - | - | - | - | - | - | - | |
2025.12 | - | 0.436 | - | - | - | - | - | - | - | - | - | |
2025.12 | - | 0.246 | - | - | - | - | - | - | - | - | - | |
| - | 0.246 | - | - | - | - | - | - | - | - | - |