UI Grounding on UI-Vision
52.3Basic Overall Score (Avg)
MAI-UI-8B + Re-Prefill
Updated 20d ago
Evaluation Results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026.05 | 52.3 | - | - | - | - | - | - | - | - | 52.8 | - | - | 27 | - | - | 43.5 | |
2026.05 | 51.6 | - | - | - | - | - | - | - | - | 50.5 | - | - | 26.6 | - | - | 42.4 | |
| 51.4 | - | - | - | - | - | - | - | - | 51 | - | - | 32.4 | - | - | 44.6 | ||
2026.05 | 50.7 | - | - | - | - | - | - | - | - | 50.4 | - | - | 27 | - | - | 42.2 | |
2026.05 | 50.1 | - | - | - | - | - | - | - | - | 44.7 | - | - | 29.8 | - | - | 41.2 | |
| 50.1 | - | - | - | - | - | - | - | - | 46.1 | - | - | 29.7 | - | - | 41.6 | ||
2026.05 | 49.9 | - | - | - | - | - | - | - | - | 51.1 | - | - | 31.1 | - | - | 43.7 | |
2026.05 | 49.4 | - | - | - | - | - | - | - | - | 52 | - | - | 30.8 | - | - | 44.1 | |
2026.04 | 48.4 | - | - | - | - | 83.2 | 39 | 77.8 | 34.9 | 44.2 | 67.6 | 24.8 | 29.7 | 77.6 | 32.3 | 40.4 | |
2026.05 | 45.1 | - | - | - | - | - | - | - | - | 45.1 | - | - | 28.3 | - | - | 39.2 | |
2026.04 | 42.5 | - | - | - | - | 80.5 | 32.3 | 74.7 | 30.6 | 40.1 | 55.9 | 15.1 | 19.7 | 72.7 | 25.2 | 33.7 | |
2026.05 | 42.5 | - | - | - | - | - | - | - | - | 40.1 | - | - | 19.7 | - | - | 33.7 | |
2026.04 | 42.3 | - | - | - | - | 78.4 | 32.6 | 69.5 | 30.9 | 39.2 | 53.6 | 14 | 18.6 | 69.3 | 25 | 32.9 | |
2026.04 | 39.4 | - | - | - | - | 72.1 | 30.6 | 68.7 | 28.1 | 36.9 | 43.5 | 12.8 | 16.3 | 64.3 | 23.6 | 30.9 | |
| 39.4 | - | - | - | - | - | - | - | - | 41.7 | - | - | 19.3 | - | - | 33.1 | ||
2026.05 | 38.3 | - | - | - | - | - | - | - | - | 38.8 | - | - | 18.7 | - | - | 31.9 | |
2026.05 | 38.2 | - | - | - | - | - | - | - | - | 39.9 | - | - | 19.3 | - | - | 32.1 | |
2026.04 | 36.2 | - | - | - | - | - | - | - | - | 31.9 | - | - | 11.5 | - | - | 26.1 | |
2026.04 | 33.6 | - | - | - | - | 75.7 | 22.2 | 59.8 | 19.7 | 28.4 | 38.7 | 9.3 | 12.7 | 57 | 16.3 | 23.6 | |
2026.04 | 33.3 | - | - | - | - | 68.5 | 23.8 | 65.5 | 19.9 | 29.7 | 38.7 | 7.8 | 11.4 | 60.6 | 16.5 | 24.4 | |
2026.04 | 33 | - | - | - | - | 66.7 | 24 | 65.8 | 21.9 | 31.4 | 36.5 | 7.7 | 11 | 59.5 | 17.1 | 24.7 | |
2026.04 | 32.3 | - | - | - | - | - | - | - | - | 30.5 | - | - | 12.8 | - | - | 24.8 | |
2026.04 | 31.4 | - | - | - | - | - | - | - | - | 30.5 | - | - | 14.7 | - | - | 25.5 | |
2026.05 | 31.4 | - | - | - | - | - | - | - | - | 30.5 | - | - | 14.7 | - | - | 25.5 | |
2026.04 | 31.2 | - | - | - | - | - | - | - | - | 28 | - | - | 8.2 | - | - | 22 | |
2026.04 | 28.8 | - | - | - | - | - | - | - | - | 27.5 | - | - | 10.7 | - | - | 22.3 | |
2026.05 | 28.8 | - | - | - | - | - | - | - | - | 27.5 | - | - | 10.7 | - | - | 22.3 | |
2026.04 | 27.9 | - | - | - | - | - | - | - | - | 26.7 | - | - | 14.9 | - | - | 23.2 | |
2026.04 | 22.3 | - | - | - | - | - | - | - | - | 25.2 | - | - | 9.4 | - | - | 18.7 | |
2026.04 | 20.6 | - | - | - | - | 57.3 | 10.7 | 40.2 | 10 | 16.5 | 18.9 | 4.8 | 6.4 | 38.2 | 7.9 | 13.3 | |
2026.04 | 20.1 | - | - | - | - | - | - | - | - | 24.3 | - | - | 8.4 | - | - | 17.6 | |
2026.04 | 12.2 | - | - | - | - | - | - | - | - | 11.2 | - | - | 3.7 | - | - | 9 | |
2026.04 | 11.5 | - | - | - | - | - | - | - | - | 12.2 | - | - | 2.8 | - | - | 8.8 | |
2026.04 | 9.5 | - | - | - | - | - | - | - | - | 7.7 | - | - | 7.6 | - | - | 8.3 | |
2026.04 | 1.6 | - | - | - | - | - | - | - | - | 1.5 | - | - | 1 | - | - | 1.4 | |
2025.12 | - | 1.6 | 1.5 | 1 | 1.4 | - | - | - | - | - | - | - | - | - | - | - | |
2025.12 | - | 0.8 | 0.3 | 0.6 | 0.6 | - | - | - | - | - | - | - | - | - | - | - | |
2025.12 | - | 9.5 | 7.7 | 7.6 | 8.3 | - | - | - | - | - | - | - | - | - | - | - | |
2025.12 | - | 1.2 | 0.8 | 0.5 | 0.9 | - | - | - | - | - | - | - | - | - | - | - | |
2025.12 | - | 2.5 | 2.8 | 1 | 2.1 | - | - | - | - | - | - | - | - | - | - | - | |
2025.12 | - | 3.4 | 3.2 | 1.5 | 2.7 | - | - | - | - | - | - | - | - | - | - | - | |
2025.12 | - | 7.1 | 5.3 | 1.5 | 4.3 | - | - | - | - | - | - | - | - | - | - | - | |
2025.12 | - | 8.1 | 7.7 | 2.1 | 5.9 | - | - | - | - | - | - | - | - | - | - | - | |
2025.12 | - | 12.2 | 14 | 4 | 10.1 | - | - | - | - | - | - | - | - | - | - | - | |
2025.12 | - | 15.4 | 17.1 | 6.3 | 12.9 | - | - | - | - | - | - | - | - | - | - | - | |
2025.12 | - | 12.2 | 11.2 | 3.7 | 9 | - | - | - | - | - | - | - | - | - | - | - | |
2025.12 | - | 11.5 | 12.2 | 2.8 | 8.8 | - | - | - | - | - | - | - | - | - | - | - | |
2025.12 | - | 17.8 | 18.3 | 5.1 | 13.7 | - | - | - | - | - | - | - | - | - | - | - | |
2025.12 | - | 20.1 | 24.3 | 8.4 | 17.6 | - | - | - | - | - | - | - | - | - | - | - | |
2025.12 | - | 12 | 12.2 | 2.6 | 8.9 | - | - | - | - | - | - | - | - | - | - | - | |
2025.12 | - | 9.4 | 4.7 | 2.1 | 5.4 | - | - | - | - | - | - | - | - | - | - | - | |
2025.12 | - | 27.9 | 26.7 | 14.9 | 23.2 | - | - | - | - | - | - | - | - | - | - | - | |
2025.12 | - | 31.4 | 30.5 | 14.7 | 25.5 | - | - | - | - | - | - | - | - | - | - | - | |
2025.12 | - | 34 | 30.7 | 10.8 | 25.1 | - | - | - | - | - | - | - | - | - | - | - | |
2025.12 | - | 43.1 | 39.9 | 19.1 | 34 | - | - | - | - | - | - | - | - | - | - | - | |
2025.12 | - | 44.2 | 42.2 | 24.4 | 36.6 | - | - | - | - | - | - | - | - | - | - | - | |
2025.12 | - | 45.1 | 45.1 | 28.3 | 39.2 | - | - | - | - | - | - | - | - | - | - | - | |
2025.12 | - | 45.6 | 42.3 | 23.7 | 36.8 | - | - | - | - | - | - | - | - | - | - | - | |
2025.12 | - | 50.2 | 46.6 | 31.7 | 42.5 | - | - | - | - | - | - | - | - | - | - | - |