GUI Grounding on OSWorld-G refined annotation
83.5Text MatchRe-Prefill
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Re-PrefillBackbone=Qwen3-VL-32B-Instruct, Training-free=true, Zoom-in strategy=true2026.05 | 83.5 | 84.2 | 85.8 | 65.8 | — | 77.5 | |
| MVP-8BTraining-free=true2026.05 | 82.4 | 76.7 | 79.5 | 61.7 | — | 72.7 | |
| Qwen3-VL-32B-InstructTraining-free=true, Zoom-in strategy=true2026.05 | 82.4 | 85.2 | 87 | 62.4 | — | 77.3 | |
| MVP-32BTraining-free=true2026.05 | 81.6 | 76.4 | 77.5 | 62.4 | — | 72 | |
| GUI-Owl-1.5-8B-InstructTraining-free=true, Zoom-in strategy=true2026.05 | 81.6 | 79.4 | 82.6 | 65.1 | — | 74.6 | |
| Re-PrefillBackbone=GUI-Owl-1.5-8B-Instruct, Training-free=true, Zoom-in strategy=true2026.05 | 81.6 | 79.7 | 83.4 | 65.8 | — | 75 | |
| Re-PrefillBackbone=Qwen3-VL-8B-Instruct, Training-free=true, Zoom-in strategy=true2026.05 | 81.2 | 79.1 | 82.2 | 61.7 | — | 73.8 | |
| Re-PrefillBackbone=MAI-UI-8B, Training-free=true, Zoom-in strategy=true2026.05 | 81.2 | 79.7 | 81.8 | 59.1 | — | 73.5 | |
| MAI-UI-8BTraining-free=true, Zoom-in strategy=true2026.05 | 79.7 | 80 | 81.8 | 58.4 | — | 73.2 | |
| MAI-UI-8B2026.05 | 79.3 | 78.8 | 84.2 | 59.7 | — | 72.9 | |
| Qwen3-VL-8B-InstructTraining-free=true, Zoom-in strategy=true2026.05 | 78.9 | 78.2 | 80.2 | 57.7 | — | 71.9 | |
| GUI-Owl-1.5-8B-Instruct2026.05 | 73.1 | 69.4 | 71 | 74.8 | 42.5 | 69.3 | |
| GTA1-32B2026.05 | 63.2 | 83.6 | 84.4 | 70.5 | — | 72.2 | |
| UI-TARS-1.5-7B2026.05 | 52.6 | 75.4 | 72.4 | 66.7 | — | 64.2 |