Video Spatial Reasoning on VSI-Bench
79.2Average Score
Human Level
Updated 1mo ago
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
2026.03 | 79.2 | 84.3 | 47 | 60.4 | 45.9 | 94.7 | 95.8 | 95.8 | 100 | |
2026.05 | 73.2 | 74.5 | 62.4 | 77.9 | 76.9 | 73.5 | 89.7 | 48.2 | 84.1 | |
2026.06 | 70.8 | 73.8 | 57.6 | 77.4 | 74.4 | 72.4 | 84.3 | 47.4 | 78.8 | |
2026.05 | 70.2 | 73.9 | 61.5 | 77.6 | 74.8 | 67.7 | 88.6 | 46.9 | 70.7 | |
2026.05 | 69.6 | 72.7 | 56 | 77.1 | 75.7 | 70.4 | 81.7 | 42.8 | 79.9 | |
2026.06 | 62.9 | 68.2 | 45.8 | 72.5 | 67.6 | 66.8 | 69.6 | 39.2 | 73.8 | |
2026.05 | 60.9 | 70.2 | 49.4 | 69.2 | 67.1 | 65.4 | 80.5 | 45.4 | 40.1 | |
2026.06 | 60.9 | 70.2 | 49.4 | 69.2 | 67.1 | 65.4 | 80.5 | 45.4 | 40.1 | |
2026.05 | 60.6 | 72 | 44.4 | 74.3 | 68.3 | 59.7 | 55.8 | 44.9 | 65.2 | |
2026.06 | 60.6 | 72 | 44.4 | 74.3 | 68.3 | 59.7 | 55.8 | 44.9 | 65.2 | |
| 60 | 95.2 | 60.7 | 50.8 | 33.1 | 62 | 87.1 | 32.5 | 59 | ||
2026.05 | 57.9 | 67.5 | 47 | 76.3 | 61.9 | 58 | 50.9 | 35 | 66.3 | |
2026.06 | 57.9 | 67.5 | 47 | 76.3 | 61.9 | 58 | 50.9 | 35 | 66.3 | |
2026.06 | 57.9 | 69.3 | 45.4 | 71.8 | 62.4 | 59 | 46 | 38.7 | 70.2 | |
2026.06 | 57.3 | 70.7 | 40.6 | 68 | 46.3 | 64.8 | 61.9 | 27.3 | 78.8 | |
2026.03 | 57 | 58.3 | 39 | 73 | 52.4 | 57.8 | 55.9 | 38.7 | 63.9 | |
| 56.5 | 95.2 | 50 | 50.9 | 19.9 | 63.7 | 55.5 | 25.3 | 58.4 | ||
2026.05 | 56 | 49 | 42.8 | 71.5 | 41.8 | 56.6 | 57.5 | 61.9 | 60 | |
2026.06 | 56 | 49 | 42.8 | 71.5 | 41.8 | 56.6 | 57.5 | 61.9 | 60 | |
2026.03 | 55 | 53.3 | 34.4 | 73.3 | 47.5 | 63.7 | 48.6 | 50.2 | 68.9 | |
2026.03 | 55 | 52.1 | 44.7 | 60.4 | 43.1 | 56.6 | 56.3 | 38.1 | 70.2 | |
2026.05 | 55 | 53.3 | 34.4 | 73.3 | 47.5 | 63.7 | 48.6 | 50.2 | 68.9 | |
2026.06 | 55 | 53.3 | 34.4 | 73.3 | 47.5 | 63.7 | 48.6 | 50.2 | 68.9 | |
| 54.6 | 58.3 | 37 | 71.2 | 52.4 | 54.2 | 50.2 | 35.6 | 63.9 | ||
2026.03 | 54.5 | 66.6 | 42.3 | 57.8 | 40.8 | 56.9 | 52.7 | 37.6 | 66.9 | |
2026.06 | 53.6 | 46 | 37.4 | 68.7 | 54.4 | 62 | 43.9 | 47.4 | 68.8 | |
2026.03 | 53.5 | 46 | 37.3 | 68.7 | 54.3 | 61.9 | 43.9 | 47.4 | 68.7 | |
2026.03 | 52.8 | 53.1 | 46.3 | 63.4 | 48 | 53.3 | 49.9 | 37.1 | 58.9 | |
2025.05 | 51.3 | - | - | - | - | - | - | - | - | |
2026.06 | 50.7 | 67.9 | 37.7 | 58.6 | 62 | 46.6 | 40.7 | 32.4 | 59.2 | |
2026.03 | 49.9 | 43.5 | 34.3 | 66.1 | 52.8 | 55 | 35.7 | 44.3 | 67.9 | |
2026.03 | 48.8 | 49.6 | 30.9 | 64.1 | 49.4 | 51.3 | 48.1 | 42 | 68 | |
2025.05 | 48.8 | - | - | - | - | - | - | - | - | |
2026.05 | 48.5 | 71.2 | 53.7 | 44.4 | 39.5 | 55.9 | 39.5 | 28.9 | 54.5 | |
2026.05 | 48.4 | 65.3 | 34.8 | 63.1 | 45.1 | 41.3 | 46.2 | 33.5 | 46.3 | |
2026.06 | 48.4 | 71.2 | 53.7 | 44.4 | 39.5 | 55.9 | 39.5 | 28.9 | 54.5 | |
2026.06 | 48.4 | 65.3 | 34.8 | 63.1 | 45.1 | 41.3 | 46.2 | 33.5 | 46.3 | |
2026.05 | 47.9 | 37.1 | 32.9 | 60.8 | 45.4 | 53.1 | 39.6 | 47.4 | 66.8 | |
2026.06 | 47.3 | 66 | 37.8 | 55.2 | 59.2 | 44.6 | 45.6 | 33.5 | 36.4 | |
2026.03 | 46.3 | 66.6 | 38 | 63.6 | 35.4 | 40.4 | 48.2 | 32.9 | 44.3 | |
2026.03 | 44.8 | 62.1 | 35.3 | 61.9 | 41.4 | 45.6 | 46.4 | 27.3 | 38.5 | |
2026.06 | 44.8 | 62.1 | 35.3 | 61.9 | 41.4 | 45.6 | 46.4 | 27.3 | 38.5 | |
2026.06 | 42.1 | 68.1 | 39 | 48.4 | 33.6 | 48.3 | 36.4 | 27.3 | 35.4 | |
2026.03 | 41.5 | 44.5 | 24.7 | 53.5 | 37.3 | 41.9 | 46.1 | 29.3 | 54.8 | |
2025.05 | 41 | - | - | - | - | - | - | - | - | |
2026.03 | 40.9 | 48.9 | 22.8 | 57.4 | 35.3 | 42.4 | 36.7 | 35 | 48.6 | |
2026.05 | 40.9 | 48.9 | 22.8 | 57.4 | 35.3 | 42.4 | 36.7 | 35 | 48.6 | |
2026.06 | 40.9 | 48.9 | 22.8 | 57.4 | 35.3 | 42.4 | 36.7 | 35 | 48.6 | |
2025.05 | 40.2 | - | - | - | - | - | - | - | - | |
2026.03 | 40.2 | 43.5 | 23.9 | 57.6 | 37.5 | 42.5 | 39.9 | 32.5 | 44.6 | |
2026.05 | 40.2 | 43.5 | 23.9 | 57.6 | 37.5 | 42.5 | 39.9 | 32.5 | 44.6 | |
2026.06 | 40.2 | 43.5 | 23.9 | 57.6 | 37.5 | 42.5 | 39.9 | 32.5 | 44.6 | |
2025.05 | 37.6 | - | - | - | - | - | - | - | - | |
2026.06 | 37.1 | - | - | - | - | 37.8 | 46.6 | 32.4 | 31.4 | |
2026.06 | 37 | 25.1 | 29.3 | 54.5 | 38.8 | 38.2 | 37 | 34 | 28.9 | |
2025.05 | 36.9 | - | - | - | - | - | - | - | - | |
2026.06 | 36.7 | - | - | - | - | 38 | 33.4 | 28.9 | 46.4 | |
2025.05 | 35.6 | - | - | - | - | - | - | - | - | |
2026.03 | 35.6 | 48.5 | 14 | 47.8 | 24.2 | 43.5 | 42.4 | 34 | 30.6 | |
2026.06 | 34.2 | - | - | - | - | 35.1 | 43.9 | 30.9 | 26.9 | |
2026.03 | 34 | 46.2 | 5.3 | 43.8 | 38.2 | 37 | 41.3 | 31.5 | 28.5 | |
2025.05 | 34 | - | - | - | - | - | - | - | - | |
2025.05 | 33.5 | - | - | - | - | - | - | - | - | |
2026.06 | 32.9 | - | - | - | - | 42.5 | 35.2 | 29.4 | 24.4 | |
2025.05 | 32.4 | - | - | - | - | - | - | - | - | |
2026.03 | 32.4 | 47.7 | 20.2 | 47.4 | 12.3 | 42.5 | 35.2 | 29.4 | 24.4 | |
2026.03 | 32.3 | 32.8 | 18.1 | 43.8 | 31.7 | 38 | 37.4 | 28.3 | 27.9 | |
2026.06 | 31.2 | 22.4 | 24.8 | 48.7 | 22.7 | 40.5 | 25.7 | 31.5 | 32.9 | |
2025.05 | 31 | - | - | - | - | - | - | - | - | |
2026.06 | 30.7 | - | - | - | - | 32.1 | 34.8 | 31 | 24.8 | |
2026.06 | 30.4 | - | - | - | - | 25.9 | 43.8 | 27.3 | 24.4 | |
2026.06 | 29.2 | 38 | 16.6 | 38.9 | 22.2 | 33.1 | 43.3 | 25.4 | 15.7 | |
2026.06 | 28.9 | 17.4 | 21.8 | 50.3 | 18.8 | 32.1 | 34.8 | 31 | 24.8 | |
2026.06 | 28.2 | - | - | - | - | 32.1 | 44.1 | 30.4 | 6.3 | |
2026.06 | 26.5 | - | - | - | - | 28.9 | 36.9 | 34.5 | 5.8 |