GUI Agent Task Completion on OSWorld 1.0 (test)
82.05Success Rate (GIMP)
EvoCUA-8B + LEARNWEAK
Updated 6d ago
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026.05 | 82.05 | - | 41.13 | 50.35 | 55.07 | - | 66.67 | 73.33 | 56.86 | 72.46 | 62.24 | |
2026.05 | 76.29 | - | 51.06 | 52.98 | 65.22 | - | 75 | 60 | 64.65 | 65.22 | 63.8 | |
2026.05 | 74.36 | - | 35.46 | 48.21 | 56.52 | - | 61.11 | 57.78 | 37.25 | 72.73 | 55.43 | |
2026.05 | 73.08 | - | 80.85 | 82.19 | 73.91 | - | 79.17 | 80 | 75.71 | 91.3 | 79.53 | |
2026.05 | 69.23 | - | 74.47 | 70.21 | 86.83 | - | 91.67 | 66.67 | 81.41 | 72.73 | 76.65 | |
2026.01 | 69.2 | 35.5 | 10.6 | 29.8 | 37.7 | 9 | 48.6 | 35.5 | 33.3 | 62.3 | 29.7 | |
2026.01 | 69.2 | 36.9 | 12.8 | 29.8 | 47.8 | 9.7 | 45.8 | 40 | 35.3 | 65.2 | 31.4 | |
2026.05 | 66.15 | - | 28.07 | 37.66 | 50.43 | - | 60.83 | 65.33 | 45.71 | 51.3 | 50.69 | |
2026.01 | 61.5 | 34.8 | 10 | 27.7 | 34.8 | 8 | 41.7 | 40 | 25.5 | 55.1 | 27.3 | |
2026.05 | 57.69 | - | 19.15 | 36.88 | 40.58 | - | 59.42 | 66.67 | 47.06 | 62.32 | 48.72 | |
2026.01 | 55.1 | 40.5 | 13.5 | 30.7 | 39.1 | 9.7 | 52.2 | 44.4 | 25 | 52.8 | 29.7 | |
2026.01 | 51.9 | 22.9 | 11.7 | 29.7 | 39.1 | 3.8 | 34.8 | 26.7 | 34.2 | 63 | 24.5 | |
2026.05 | 48.46 | - | 11.91 | 31.49 | 30.43 | - | 40 | 54.67 | 32.94 | 51.3 | 37.65 | |
2026.01 | 46.2 | 44.4 | 13 | 31.8 | 39.1 | 4.8 | 30.4 | 66.7 | 23.5 | 56.5 | 28.1 | |
2026.01 | 46.2 | 36.9 | 17 | 36.2 | 43.5 | 9.7 | 37.5 | 66.7 | 38.5 | 60.9 | 31.2 | |
2026.05 | 42.3 | - | - | 22.7 | 31.8 | - | - | - | 35.3 | 40.5 | - | |
2026.05 | 39.74 | - | 22.7 | 43.97 | 52.17 | - | 41.67 | 66.67 | 44.12 | 47.83 | 44.86 | |
2026.01 | 34.6 | 36.9 | 10.6 | 25.4 | 30.4 | 10.8 | 45.8 | 46.7 | 29.4 | 47.8 | 26 | |
2026.01 | 34.6 | 41.2 | 8.5 | 29.7 | 39.1 | 10.8 | 50 | 33.3 | 35.3 | 43.5 | 27.1 | |
2026.05 | 30.8 | - | 44.7 | 42.6 | 34.7 | - | - | - | - | - | - |