GUI Action Grounding on ScreenSpot-Pro (test)
40.8Accuracy (Development)UI-TARS
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| UI-TARSScale=72B2025.10 | 40.8 | 39.6 | 17.2 | 45.7 | 54.8 | 38.1 | |
| UI-TARSScale=7B2025.10 | 36.1 | 32.8 | 18 | 50 | 53.5 | 35.7 | |
| GUIrilla-SeeScale=7B2025.10 | 30.1 | 31.96 | 26.82 | 47.64 | 53.04 | 35.36 | |
| UI-TARSScale=2B2025.10 | 26.4 | 27.6 | 14.6 | 39.8 | 42.6 | 27.7 | |
| Qwen 2.5 VLScale=7B2025.10 | 24.7 | 24.9 | 14.6 | 30.3 | 47 | 27.1 | |
| GUIrilla-SeeScale=3B2025.10 | 24.08 | 25.51 | 24.52 | 39.37 | 47.39 | 29.35 | |
| OS-AtlasScale=7B2025.10 | 17.7 | 17.9 | 10.3 | 24.4 | 27.4 | 18.9 | |
| UGroundScale=7B2025.10 | 14.7 | 17 | 11.1 | 19.3 | 27 | 16.5 | |
| Qwen 2.5 VLScale=3B2025.10 | 10.7 | 17.3 | 7.3 | 24.4 | 28.7 | 15.9 | |
| ShowUIScale=2B2025.10 | 9.4 | 5.3 | 1.9 | 10.6 | 13.5 | 7.7 | |
| CogAgentScale=18B2025.10 | 8 | 5.6 | 6.1 | 13.4 | 10 | 7.7 | |
| GUIrilla-SeeScale=0.7B2025.10 | 6.69 | 6.45 | 3.83 | 12.2 | 8.26 | 7.34 | |
| OS-AtlasScale=4B2025.10 | 3.7 | 2.3 | 1.5 | 7.5 | 4.8 | 3.7 | |
| Florence-2Scale=0.7B2025.10 | 0 | 0 | 0 | 0.4 | 0 | 0.12 |