Visual Spatial Intelligence on VSI-Bench
79.2Average Score
Human Level†
Updated 14d ago
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
2026.03 | 79.2 | 94.3 | 47 | 60.4 | 45.9 | 94.7 | 95.8 | 95.8 | 100 | - | |
2026.03 | 70.6 | 73.2 | 55.7 | 76.9 | 74.8 | 72.3 | 82.1 | 45.4 | 84.6 | - | |
2026.03 | 69.6 | 73.3 | 61.4 | 77.3 | 74.2 | 67.2 | 88.4 | 44.3 | 70.5 | - | |
2026.03 | 65.1 | 69.6 | 54.8 | 67.8 | 67.1 | 64.8 | 85.6 | 43 | 67.9 | - | |
| 64.4 | - | - | - | - | - | - | - | - | - | ||
2026.03 | 63.7 | - | - | - | - | - | - | - | - | - | |
2026.03 | 63.2 | - | - | - | - | - | - | - | - | - | |
2026.03 | 62.8 | - | - | - | - | - | - | - | - | - | |
2026.03 | 62.8 | - | - | - | - | - | - | - | - | - | |
| 62.3 | - | - | - | - | - | - | - | - | - | ||
2026.03 | 61.9 | - | - | - | - | - | - | - | - | - | |
2026.03 | 61.2 | 71.6 | 43.8 | 75.5 | 69.2 | 60 | 55.6 | 44.3 | 69.2 | - | |
2026.03 | 60.9 | 70.2 | 49.4 | 69.2 | 67.1 | 65.4 | 80.5 | 45.4 | 40.1 | - | |
2026.03 | 60.9 | 70.2 | 49.4 | 69.2 | 67.1 | 65.4 | 80.5 | 45.4 | 40.1 | - | |
2026.03 | 60.8 | - | - | - | - | - | - | - | - | - | |
2026.03 | 60.6 | 72 | 44.4 | 74.3 | 68.3 | 59.7 | 55.8 | 44.9 | 65.2 | - | |
| 60.1 | - | - | - | - | - | - | - | - | - | ||
2026.03 | 60.1 | - | - | - | - | - | - | - | - | - | |
2026.03 | 59.6 | - | - | - | - | - | - | - | - | - | |
2026.03 | 59.4 | - | - | - | - | - | - | - | - | - | |
2026.03 | 50.7 | 67.9 | 37.7 | 58.6 | 62 | 46.6 | 40.7 | 32.4 | 59.2 | - | |
2026.03 | 48.4 | 65.3 | 34.8 | 63.1 | 45.1 | 41.3 | 46.2 | 33.5 | 46.3 | - | |
2025.05 | 48.4 | 65.3 | 34.8 | 63.1 | 45.1 | 41.3 | 46.2 | 33.5 | 46.3 | - | |
2026.03 | 47.3 | 66 | 37.8 | 55.2 | 59.2 | 44.6 | 45.6 | 33.5 | 36.4 | - | |
2026.03 | 45.9 | 68.7 | 34.8 | 53.6 | 56.6 | 40.9 | 43.2 | 30.4 | 39.2 | - | |
2026.03 | 45.4 | 56.2 | 30.9 | 64.1 | 43.6 | 51.3 | 46.3 | 36 | 34.6 | - | |
2026.03 | 45.4 | 63.5 | 34.4 | 60.6 | 30.9 | 48.9 | 45.2 | 30.4 | 49.2 | - | |
2026.03 | 45.4 | 56.2 | 30.9 | 64.1 | 43.6 | 51.3 | 46.3 | 36 | 34.6 | - | |
2025.05 | 45.4 | 56.2 | 30.9 | 64.1 | 43.6 | 51.3 | 46.3 | 36 | 34.6 | - | |
2026.03 | 43.5 | 61.9 | 28.6 | 60.9 | 35.2 | 38.2 | 46 | 31.4 | 45.6 | - | |
2026.03 | 42.1 | 49.8 | 30.8 | 53.5 | 54.4 | 37.7 | 41 | 31.5 | 37.8 | - | |
2026.03 | 41.1 | - | - | - | - | - | - | - | - | - | |
2026.03 | 40.9 | 48.9 | 22.8 | 57.4 | 35.3 | 42.4 | 36.7 | 35 | 48.6 | - | |
2025.05 | 40.9 | 48.9 | 22.8 | 57.4 | 35.3 | 42.4 | 36.7 | 35 | 48.6 | - | |
2026.03 | 40.2 | 43.5 | 23.9 | 57.6 | 37.5 | 42.5 | 39.9 | 32.5 | 44.6 | - | |
2025.05 | 40.2 | 43.5 | 23.9 | 57.6 | 37.5 | 42.5 | 39.9 | 32.5 | 44.6 | - | |
2025.05 | 37 | 25.1 | 29.3 | 57.9 | 29.4 | 41.7 | 37 | 23.2 | 29 | - | |
2026.03 | 36 | 34.9 | 26.9 | 46.5 | 31.8 | 42.1 | 32.2 | 34 | 39.6 | - | |
2025.05 | 36 | 34.9 | 26.9 | 46.5 | 31.8 | 42.1 | 32.2 | 34 | 39.6 | - | |
2026.03 | 35.6 | 48.5 | 14 | 47.8 | 24.2 | 43.5 | 42.4 | 34 | 30.6 | - | |
2026.03 | 35.6 | 48.5 | 14 | 47.8 | 24.2 | 43.5 | 42.4 | 34 | 30.6 | - | |
2026.03 | 34.6 | 23.1 | 28.7 | 48.2 | 39.8 | 36.7 | 30.7 | 29.9 | 39.6 | - | |
2026.03 | 34 | 46.2 | 5.3 | 43.8 | 38.2 | 37 | 41.3 | 31.5 | 28.5 | - | |
2026.03 | 34 | 46.2 | 5.3 | 43.8 | 38.2 | 37 | 41.3 | 31.5 | 28.5 | - | |
2025.05 | 34 | 46.2 | 5.3 | 43.8 | 38.2 | 37 | 41.3 | 31.5 | 28.5 | - | |
2025.05 | 33 | 40.9 | 14.8 | 43.4 | 10.7 | 38.6 | 38.5 | 33 | 29.8 | - | |
2026.03 | 32.7 | 34.5 | 19.4 | 47.6 | 40.8 | 32.8 | 24.5 | 32.5 | 29.4 | - | |
2026.03 | 32.4 | 47.7 | 20.2 | 47.4 | 12.3 | 42.5 | 35.2 | 29.4 | 24.4 | - | |
2026.03 | 32.4 | 47.7 | 20.2 | 47.4 | 12.3 | 42.5 | 35.2 | 29.4 | 24.4 | - | |
2026.03 | 31.4 | - | - | - | - | - | - | - | - | - | |
2026.03 | 31.2 | 22.4 | 24.8 | 48.7 | 22.7 | 40.5 | 25.7 | 31.5 | 32.9 | - | |
2025.05 | 31.2 | 22.4 | 24.8 | 48.7 | 22.7 | 40.5 | 25.7 | 31.5 | 32.9 | - | |
2025.05 | 30.6 | 24.3 | 24.7 | 31.7 | 22.6 | 38.3 | 41.6 | 26.3 | 21.2 | - | |
2026.03 | 29.2 | 38 | 16.6 | 38.9 | 22.2 | 33.1 | 43.3 | 25.4 | 15.7 | - | |
2025.05 | 29.2 | 38 | 16.6 | 38.9 | 22.2 | 33.1 | 43.3 | 25.4 | 15.7 | - | |
2026.03 | 28.9 | 17.4 | 21.8 | 50.3 | 18.8 | 32.1 | 34.8 | 31 | 24.8 | - | |
2026.03 | 28 | 46.1 | 28.4 | 15.4 | 28.3 | 28.9 | 36.9 | 34.5 | 5.8 | - | |
2026.03 | 27.4 | 21.8 | 24.9 | 22 | 35 | 33.8 | 44.2 | 30.5 | 7.1 | - | |
2026.03 | 21.6 | 29.1 | 9.1 | 16.7 | 0 | 29.6 | 30.7 | 32.5 | 25.5 | - | |
2025.05 | 21.6 | 29.1 | 9.1 | 16.7 | 0 | 29.6 | 30.7 | 32.5 | 25.5 | - | |
2026.03 | - | - | - | - | - | 25 | 36.1 | 28.3 | 25 | - | |
2026.03 | - | - | - | - | 47.3 | 41.1 | 37.1 | 36.1 | 40.4 | - | |
2026.05 | - | - | - | - | - | - | - | - | - | 62.66 | |
2026.05 | - | - | - | - | - | - | - | - | - | 56.61 | |
2026.05 | - | - | - | - | - | - | - | - | - | 55.67 | |
2026.05 | - | - | - | - | - | - | - | - | - | 56.9 | |
2026.05 | - | - | - | - | - | - | - | - | - | 51.56 | |
2026.05 | - | - | - | - | - | - | - | - | - | 58.1 | |
2026.05 | - | - | - | - | - | - | - | - | - | 32.91 |