Visual Grounded Reasoning on TreeBench
54.8Overall Score
o3-0416
Updated 4d ago
Evaluation Results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2025.11 | 54.8 | - | 69 | 69.2 | 65.2 | 68.8 | 79.4 | 22.4 | 38.6 | 61 | 86.2 | 50 | - | - | |
2026.03 | 54.8 | - | 69 | 69.2 | 65.2 | 68.8 | 79.4 | 22.4 | 38.6 | 61 | 86.2 | 50 | - | - | |
2025.07 | 54.8 | - | 69 | 69.2 | 65.2 | 68.8 | 79.4 | 22.4 | 38.6 | 61 | 86.2 | 50 | - | - | |
2026.02 | 54.8 | - | 69 | 69.2 | 65.2 | 68.8 | 79.4 | 22.4 | 38.6 | 61 | 86.2 | 50 | - | - | |
2026.02 | 54.8 | - | 69 | 69.2 | 65.2 | 68.8 | 79.4 | 22.4 | 38.6 | 61 | 86.2 | 50 | - | - | |
2025.11 | 54.1 | - | 51.7 | 61.5 | 56.5 | 75 | 83.8 | 20 | 36.8 | 65.9 | 86.2 | 54.6 | - | - | |
2026.03 | 54.1 | - | 51.7 | 61.5 | 56.5 | 75 | 83.8 | 20 | 36.8 | 65.9 | 86.2 | 54.6 | - | - | |
2025.07 | 54.1 | - | 51.7 | 61.5 | 56.5 | 75 | 83.8 | 20 | 36.8 | 65.9 | 86.2 | 54.6 | - | - | |
2026.02 | 54.1 | - | 51.7 | 61.5 | 56.5 | 75 | 83.8 | 20 | 36.8 | 65.9 | 86.2 | 54.6 | - | - | |
2026.02 | 54.1 | - | 51.7 | 61.5 | 56.5 | 75 | 83.8 | 20 | 36.8 | 65.9 | 86.2 | 54.6 | - | - | |
2026.04 | 51.8 | - | - | - | - | - | - | - | - | - | - | - | 73.2 | 39.4 | |
2025.11 | 51.3 | 45 | 69.1 | 54.4 | 83.4 | 69.3 | 64.1 | 23.2 | 38.6 | 58.7 | 69.4 | 45.8 | - | - | |
2026.02 | 50.9 | - | 65.5 | 69.2 | 65.2 | 75 | 60.3 | 21.2 | 35.1 | 63.4 | 86.2 | 47.7 | - | - | |
2026.04 | 50.9 | - | - | - | - | - | - | - | - | - | - | - | 70.5 | 39.4 | |
2025.11 | 50.4 | 44 | 65.5 | 53.8 | 82.6 | 68.8 | 63.3 | 22.4 | 36.8 | 61 | 69 | 45.5 | - | - | |
2025.07 | 50.4 | 44 | 65.5 | 53.8 | 82.6 | 68.8 | 63.3 | 22.4 | 36.8 | 61 | 69 | 45.5 | - | - | |
2026.02 | 50.4 | - | 65.5 | 53.8 | 82.6 | 68.8 | 63.3 | 22.4 | 36.8 | 61 | 69 | 45.5 | - | - | |
2026.04 | 50.1 | - | - | - | - | - | - | - | - | - | - | - | 71.1 | 37.9 | |
2026.02 | 49.9 | - | 65.5 | 69.2 | 65.2 | 62.5 | 69.1 | 20 | 36.8 | 58.5 | 75.9 | 40.9 | - | - | |
2026.04 | 49.9 | - | - | - | - | - | - | - | - | - | - | - | 70.4 | 37.9 | |
2025.09 | 49.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.04 | 49.1 | - | - | - | - | - | - | - | - | - | - | - | 66.4 | 39 | |
2026.04 | 49.1 | - | - | - | - | - | - | - | - | - | - | - | 69.8 | 37.1 | |
2026.04 | 48.9 | - | - | - | - | - | - | - | - | - | - | - | 69.1 | 37.1 | |
2026.02 | 48.6 | - | 62.1 | 53.8 | 73.9 | 62.5 | 60.3 | 23.5 | 35.1 | 61 | 65.5 | 45.5 | - | - | |
2026.04 | 48.6 | - | - | - | - | - | - | - | - | - | - | - | 69.1 | 36.7 | |
2026.02 | 48.4 | - | 51.7 | 69.2 | 65.2 | 75 | 58.8 | 22.4 | 36.8 | 56.1 | 69 | 50 | - | - | |
2025.09 | 48.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.04 | 48.2 | - | - | - | - | - | - | - | - | - | - | - | 65.8 | 37.9 | |
2026.04 | 48.2 | - | - | - | - | - | - | - | - | - | - | - | 67.8 | 36.7 | |
2026.04 | 48.2 | - | - | - | - | - | - | - | - | - | - | - | 67.8 | 36.7 | |
2026.02 | 47.9 | - | 72.4 | 53.8 | 73.9 | 62.5 | 54.4 | 20 | 35.1 | 56.1 | 75.9 | 45.5 | - | - | |
2026.04 | 47.7 | - | - | - | - | - | - | - | - | - | - | - | 64.4 | 37.9 | |
2026.04 | 47.7 | - | - | - | - | - | - | - | - | - | - | - | 64.4 | 37.9 | |
2026.04 | 47.2 | - | - | - | - | - | - | - | - | - | - | - | 63.8 | 37.5 | |
2026.04 | 47.2 | - | - | - | - | - | - | - | - | - | - | - | 63.8 | 37.5 | |
2026.04 | 47.2 | - | - | - | - | - | - | - | - | - | - | - | 63.7 | 37.5 | |
2025.11 | 46.9 | - | 51.7 | 61.5 | 65.2 | 43.8 | 69.1 | 18.8 | 38.6 | 48.8 | 72.4 | 43.2 | - | - | |
2026.03 | 46.9 | - | 51.7 | 61.5 | 65.2 | 43.8 | 69.1 | 18.8 | 38.6 | 48.8 | 72.4 | 43.2 | - | - | |
2025.07 | 46.9 | - | 51.7 | 61.5 | 65.2 | 43.8 | 69.1 | 18.8 | 38.6 | 48.8 | 72.4 | 43.2 | - | - | |
2026.02 | 46.9 | - | 51.7 | 61.5 | 65.2 | 43.8 | 69.1 | 18.8 | 38.6 | 48.8 | 72.4 | 43.2 | - | - | |
2026.02 | 46.9 | - | 62.1 | 61.5 | 69.6 | 68.8 | 51.5 | 18.8 | 29.8 | 61 | 72.4 | 52.3 | - | - | |
2026.02 | 46.9 | - | 51.7 | 61.5 | 65.2 | 43.8 | 69.1 | 18.8 | 38.6 | 48.8 | 72.4 | 43.2 | - | - | |
2026.04 | 46.9 | - | - | - | - | - | - | - | - | - | - | - | 61.7 | 38.3 | |
2025.11 | 46.4 | - | 62.1 | 61.5 | 52.2 | 68.8 | 52.9 | 16.5 | 33.3 | 61 | 86.2 | 45.5 | - | - | |
2026.03 | 46.4 | - | 62.1 | 61.5 | 52.2 | 68.8 | 52.9 | 16.5 | 33.3 | 61 | 86.2 | 45.5 | - | - | |
2025.07 | 46.4 | - | 62.1 | 61.5 | 52.2 | 68.8 | 52.9 | 16.5 | 33.3 | 61 | 86.2 | 45.5 | - | - | |
2026.02 | 46.4 | - | 62.1 | 61.5 | 52.2 | 68.8 | 52.9 | 16.5 | 33.3 | 61 | 86.2 | 45.5 | - | - | |
2026.04 | 46.4 | - | - | - | - | - | - | - | - | - | - | - | 67.1 | 34.4 | |
2025.11 | 45.9 | - | 48.3 | 53.9 | 69.6 | 68.8 | 75 | 15.3 | 19.3 | 56.1 | 72.4 | 43.2 | - | - | |
2026.03 | 45.9 | - | 48.3 | 53.9 | 69.6 | 68.8 | 75 | 15.3 | 19.3 | 56.1 | 72.4 | 43.2 | - | - | |
2025.07 | 45.9 | - | 48.3 | 53.9 | 69.6 | 68.8 | 75 | 15.3 | 19.3 | 56.1 | 72.4 | 43.2 | - | - | |
2026.02 | 45.9 | - | 48.3 | 53.9 | 69.6 | 68.8 | 75 | 15.3 | 19.3 | 56.1 | 72.4 | 43.2 | - | - | |
2026.02 | 45.9 | - | 48.3 | 53.9 | 69.6 | 68.8 | 75 | 15.3 | 19.3 | 56.1 | 72.4 | 43.2 | - | - | |
2026.02 | 45.2 | - | 51.7 | 69.2 | 69.6 | 62.5 | 50 | 24.7 | 29.8 | 43.9 | 72.4 | 50 | - | - | |
2026.04 | 45.2 | - | - | - | - | - | - | - | - | - | - | - | 60.4 | 36.3 | |
2026.02 | 43.7 | - | 62.1 | 61.5 | 52.2 | 56.3 | 55.9 | 14.1 | 35.1 | 48.8 | 62.1 | 50 | - | - | |
2026.02 | 43.5 | - | 55.2 | 61.5 | 60.9 | 56.3 | 47.1 | 23.5 | 28 | 53.7 | 72.4 | 40.9 | - | - | |
2025.09 | 43.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.11 | 42.5 | - | 51.7 | 53.8 | 69.6 | 62.5 | 54.4 | 16.5 | 33.3 | 46.3 | 62.1 | 38.6 | - | - | |
2026.03 | 42.5 | - | 51.7 | 53.8 | 69.6 | 62.5 | 54.4 | 16.5 | 33.3 | 46.3 | 62.1 | 38.6 | - | - | |
2026.03 | 42.5 | 37.3 | 62.1 | 69.2 | 60.9 | 68.8 | 44.1 | 21.2 | 36.8 | 43.9 | 48.3 | 43.2 | - | - | |
2026.02 | 42.5 | - | 51.7 | 53.8 | 69.6 | 62.5 | 54.4 | 16.5 | 33.3 | 46.3 | 62.1 | 38.6 | - | - | |
2026.02 | 42.5 | - | 51.7 | 53.8 | 69.6 | 62.5 | 54.4 | 16.5 | 33.3 | 46.3 | 62.1 | 38.6 | - | - | |
2025.09 | 42.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.11 | 42.2 | - | 65.5 | 69.2 | 56.5 | 56.3 | 48.5 | 11.8 | 33.3 | 51.2 | 72.4 | 38.6 | - | - | |
2026.03 | 42.2 | - | 65.5 | 69.2 | 56.5 | 56.3 | 48.5 | 11.8 | 33.3 | 51.2 | 72.4 | 38.6 | - | - | |
2025.07 | 42.2 | - | 65.5 | 69.2 | 56.5 | 56.3 | 48.5 | 11.8 | 33.3 | 51.2 | 72.4 | 38.6 | - | - | |
2026.02 | 42.2 | - | 65.5 | 69.2 | 56.5 | 56.3 | 48.5 | 11.8 | 33.3 | 51.2 | 72.4 | 38.6 | - | - | |
2026.02 | 42.2 | - | 65.5 | 69.2 | 56.5 | 56.3 | 48.5 | 11.8 | 33.3 | 51.2 | 72.4 | 38.6 | - | - | |
2025.11 | 42 | - | 51.7 | 61.5 | 52.2 | 68.8 | 51.5 | 12.9 | 33.3 | 56.1 | 65.5 | 38.6 | - | - | |
2026.03 | 42 | - | 51.7 | 61.5 | 52.2 | 68.8 | 51.5 | 12.9 | 33.3 | 56.1 | 65.5 | 38.6 | - | - | |
2026.02 | 42 | - | 51.7 | 61.5 | 52.2 | 68.8 | 51.5 | 12.9 | 33.3 | 56.1 | 65.5 | 38.6 | - | - | |
2026.02 | 42 | - | 51.7 | 61.5 | 52.2 | 68.8 | 51.5 | 12.9 | 33.3 | 56.1 | 65.5 | 38.6 | - | - | |
2025.09 | 42 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.09 | 41.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 41 | 31.8 | 55.2 | 61.5 | 65.2 | 50 | 61.7 | 15.3 | 24.6 | 46.3 | 44.8 | 40.9 | - | - | |
2025.09 | 41 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.11 | 40.5 | - | 62.1 | 53.8 | 65.2 | 62.3 | 36.8 | 12.9 | 28.1 | 53.7 | 65.5 | 47.7 | - | - | |
2026.03 | 40.5 | - | 62.1 | 53.8 | 65.2 | 62.3 | 36.8 | 12.9 | 28.1 | 53.7 | 65.5 | 47.7 | - | - | |
2025.07 | 40.5 | - | 62.1 | 53.8 | 65.2 | 62.3 | 36.8 | 12.9 | 28.1 | 53.7 | 65.5 | 47.7 | - | - | |
2026.02 | 40.5 | - | 62.1 | 53.8 | 65.2 | 62.5 | 36.8 | 12.9 | 28.1 | 53.7 | 65.5 | 47.7 | - | - | |
2026.02 | 40.5 | - | 62.1 | 53.8 | 65.2 | 62.3 | 36.8 | 12.9 | 28.1 | 53.7 | 65.5 | 47.7 | - | - | |
2025.09 | 40.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 40.3 | - | 58.6 | 61.5 | 52.2 | 56.3 | 48.5 | 14.1 | 31.6 | 51.2 | 51.7 | 40.9 | - | - | |
2025.09 | 40.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.09 | 40.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.09 | 40 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.09 | 40 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.04 | 39.8 | - | - | - | - | - | - | - | - | - | - | - | 57.7 | 29.3 | |
2026.02 | 39.5 | - | 51.7 | 61.5 | 56.5 | 68.8 | 48.5 | 11.8 | 35.1 | 43.9 | 44.8 | 43.2 | - | - | |
2025.09 | 39.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 39.3 | - | 58.6 | 69.2 | 56.5 | 62.5 | 35.3 | 21.2 | 35.1 | 41.5 | 44.8 | 40.9 | - | - | |
2025.09 | 39.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.04 | 39.3 | - | - | - | - | - | - | - | - | - | - | - | 57 | 28.9 | |
2025.11 | 39 | 35.7 | 58.6 | 61.5 | 65.2 | 50 | 48.5 | 14.1 | 31.6 | 39 | 44.8 | 40.9 | - | - | |
2026.03 | 39 | 35.7 | 58.6 | 61.5 | 65.2 | 50 | 48.5 | 14.1 | 31.6 | 39 | 44.8 | 40.9 | - | - | |
2025.07 | 39 | 35.7 | 58.6 | 61.5 | 65.2 | 50 | 48.5 | 14.1 | 31.6 | 39 | 44.8 | 40.9 | - | - | |
2026.02 | 39 | - | 58.6 | 61.5 | 65.2 | 50 | 48.5 | 14.1 | 31.6 | 39 | 44.8 | 40.9 | - | - | |
2026.02 | 39 | - | 58.6 | 61.5 | 65.2 | 50 | 48.5 | 14.1 | 31.6 | 39 | 44.8 | 40.9 | - | - |
Showing 100 of 128 rows