Understanding on UniICL-Bench
80.9Perception Score
UniICL
Updated 22d ago
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
2026.03 | 80.9 | 76.6 | 70 | 88 | 85.4 | 87.3 | 78.9 | |
2026.03 | 80.5 | 79.5 | 24 | 83 | 40.9 | 57.6 | 60.9 | |
2026.03 | 80.5 | 81.6 | 66 | 83 | 84.4 | 69.4 | 73.5 | |
2026.03 | 80.1 | 85.1 | 63 | 82 | 83.4 | 68.8 | 75.6 | |
2026.03 | 79.7 | 83.8 | 24 | 82 | 41.3 | 68.8 | 63.3 | |
2026.03 | 72.7 | 69.3 | 23 | 60 | 40.6 | 51.6 | 52.8 | |
2026.03 | 72.7 | 72.8 | 41 | 60 | 68.6 | 66.4 | 59.3 | |
2026.03 | 72.2 | 72.9 | 24 | 68 | 38.2 | 65.8 | 56.8 | |
2026.03 | 72.2 | 79.2 | 38 | 68 | 81.5 | 71.7 | 68.5 | |
2026.03 | 68.1 | 74.7 | 22 | 63 | 38.2 | 45.6 | 51.9 | |
2026.03 | 68.1 | 76.1 | 38 | 63 | 70.4 | 45.6 | 53.5 | |
2026.03 | 66.9 | 60.8 | 20 | 88 | 37 | 83.1 | 59.3 | |
2026.03 | 54.8 | 72.1 | 22 | 36 | 36.9 | 62.7 | 47.4 | |
2026.03 | 54.8 | 72.1 | 31 | 36 | 37.8 | 62.7 | 47.4 | |
2026.03 | 54.1 | 76.8 | 24 | 80 | 55.2 | 47 | 49.5 | |
2026.03 | 50 | 79.2 | 27 | 77 | 73.7 | 64.1 | 58.7 | |
2026.03 | 48.4 | 77.9 | 22 | 77 | 41.5 | 42 | 51.5 | |
2026.03 | 41 | 74.7 | 21 | 80 | 38 | 38.5 | 48.9 | |
2026.03 | 39.1 | 71.3 | 24 | 51 | 20.7 | 47.6 | 42.3 | |
2026.03 | 39.1 | 71.3 | 33 | 51 | 21 | 63.3 | 42.3 | |
2026.03 | 38.8 | 73.9 | 43 | 69 | 74.1 | 55.3 | 53.9 | |
2026.03 | 31.1 | 69.4 | 23 | 69 | 41 | 55.3 | 48.1 | |
2026.03 | 9.7 | 13.9 | 39.8 | - | 44.7 | 3.1 | 16.9 | |
2026.03 | 9.5 | 0.9 | 0.7 | - | 13 | -3.4 | -1.7 | |
2026.03 | 2.9 | 3.6 | 7.8 | - | 19.9 | -8.2 | 1.3 | |
2026.03 | 1.1 | 0.7 | 3.4 | - | 24 | 15.3 | 4.1 | |
2026.03 | 0.2 | 0.4 | 18.9 | - | 35.5 | -2.5 | 7 | |
2026.03 | -0.7 | 4.6 | 5.5 | - | 35.8 | -5.1 | 6 | |
2026.03 | -4.8 | 1.3 | 28.9 | - | 37.7 | 5.1 | 9.5 | |
2026.03 | -8.8 | -11.1 | 5.7 | - | 0.1 | 10.4 | -2.4 | |
2026.03 | -12.5 | 1 | 9.1 | - | 22.7 | -8.6 | 0.3 | |
2026.03 | -14.9 | 2.2 | 11.9 | - | 22.3 | 6.7 | 4.3 | |
2026.03 | -37.2 | -20.9 | 4.4 | - | -1.5 | -21.5 | -13.2 |