Visual Grounding on ScreenSpot-Pro 1.0 (test)
71.6Development ScoreQwen3VL-32B-Instruct
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Qwen3VL-32B-Instructframework=MVP2025.12 | 71.6 | 69.3 | 74.7 | 70.5 | 87.4 | 73.5 | 74 | |
| UI-TARS-1.5Model Type=Closed-source2025.12 | 63.9 | 50.4 | 58.2 | 69.3 | 79.6 | 51 | 61.6 | |
| Qwen3VL-8B-Instructframework=MVP2025.12 | 61.5 | 60.2 | 61.3 | 67.3 | 82.6 | 62.8 | 65.3 | |
| UI-Venus-72BModel Type=Open-source2025.12 | 59.5 | 55.4 | 57.5 | 66.5 | 77.8 | 57.7 | 61.9 | |
| GTA1-7Bframework=MVP2025.12 | 58.9 | 52.6 | 60.2 | 63 | 79.1 | 56.1 | 61.7 | |
| GUI-Cursor-7BModel Type=Open-source2025.12 | 57.5 | 45.8 | 53.2 | 61.4 | 74.8 | 50 | 56.5 | |
| GTA1-72BModel Type=Open-source2025.12 | 57.2 | 51 | 49.8 | 63 | 77 | 57.1 | 58.4 | |
| UI-INS-32BModel Type=Open-source2025.12 | 55.8 | 46.4 | 48.4 | 62.2 | 80 | 54.1 | 57 | |
| Seed1.5-VLModel Type=Closed-source2025.12 | 53.8 | 59.2 | 59 | 61.4 | 74.8 | 60.2 | 60.9 | |
| GUI-SpotlightModel Type=Open-source2025.12 | 53.3 | 44.4 | 51 | 52.4 | 71.3 | 46.9 | 52.8 | |
| Qwen3VL-8B-Instructframework=Baseline2025.12 | 52.8 | 49.1 | 49 | 56.7 | 75.2 | 50.5 | 55 | |
| UI-TARS-1.5-7Bframework=MVP2025.12 | 51.8 | 50 | 53.3 | 57.9 | 73 | 54.6 | 56.1 | |
| RegionFocus (Qwen2.5VL-72B)Model Type=Open-source2025.12 | 51.2 | 57.2 | 60.9 | 66.5 | 80.9 | 57.1 | 61.6 | |
| Qwen2.5-VL-32B-InstructModel Type=Open-source2025.12 | 48.8 | 42.2 | 31 | 55.5 | 64.3 | 50.5 | 48 | |
| HyperClickModel Type=Open-source2025.12 | 46.9 | 45.1 | 48.5 | 56.7 | 60.9 | 40.8 | 48.2 | |
| V2P-7BModel Type=Open-source2025.12 | 46.8 | 43.1 | 47.1 | 56.3 | 68.3 | 45.4 | 50.6 | |
| GMS (Gemini-2.5-Flash-Lite)Model Type=Open-source2025.12 | 44.8 | 54.8 | 57.5 | 55.9 | 70.4 | 44.9 | 54.6 | |
| SE-GUI-7BModel Type=Open-source2025.12 | 44.5 | 37.2 | 42.1 | 54.7 | 70.4 | 38.8 | 47.2 | |
| GTA1-7Bframework=Baseline2025.12 | 43.4 | 44.8 | 44.4 | 55.9 | 74.8 | 35.2 | 49.8 | |
| Qwen3VL-32B-Instructframework=Baseline2025.12 | 43.1 | 54.4 | 57.5 | 62.6 | 73 | 42.3 | 55.3 | |
| GUI-Actor-2.5VL-7BModel Type=Open-source2025.12 | 38.1 | 41.3 | 38.3 | 50.8 | 63 | 38.8 | 44.6 | |
| UI-TARS-1.5-7Bframework=Baseline2025.12 | 36.4 | 38.1 | 20.5 | 49.6 | 68.7 | 31.5 | 41.9 | |
| UGround-V1-72BModel Type=Open-source2025.12 | 31.1 | 35.8 | 13.8 | 50 | 51.3 | 25.5 | 34.5 | |
| UGround-V1-7BModel Type=Open-source2025.12 | 28.1 | 31.7 | 14.6 | 39 | 49.6 | 24.5 | 31.1 | |
| Claude Computer UseModel Type=Closed-source2025.12 | 12.6 | 16.8 | 11.9 | 25.8 | 26.9 | 8.1 | 17.1 | |
| GPT-4oModel Type=Closed-source2025.12 | 0.7 | 0.6 | 1.5 | 1.2 | 0.9 | 0 | 0.8 | |
| SeeClick-7BModel Type=Open-source2025.12 | 0.3 | 0.6 | 1.9 | 2 | 0.9 | 1.5 | 1.1 |