GUI Grounding on Screenspot v1
91.67Average AccuracyQwen3-VL-32B
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Qwen3-VL-32BParameters=32B2026.02 | 91.67 | 96.34 | 85.59 | 96.91 | 87.86 | 90.87 | 90.78 | |
| GUI-Actor-7B (Qwen2.5-VL)Parameters=7B2025.11 | 89.9 | 96.3 | 85.2 | 95.4 | 82.9 | 90.4 | 85.4 | |
| UI-TARS-7BParameters=7B2025.11 | 89.5 | 94.5 | 85.2 | 95.9 | 85.7 | 90 | 83.5 | |
| UGround-V1-72BParameters=72B2025.11 | 89.4 | 94.1 | 83.4 | 94.9 | 85.7 | 90.4 | 87.9 | |
| MFT2026.02 | 89.2 | 93.4 | 82.8 | 96.4 | 84.3 | 90.8 | 89.4 | |
| Aguvis-72BParameters=72B2025.11 | 89.2 | 94.5 | 85.2 | 95.4 | 77.9 | 91.3 | 85.9 | |
| UI-TARS-72BParameters=72B2026.02 | 88.92 | 94.14 | 82.53 | 95.36 | 85 | 90.87 | 83.5 | |
| GUI-AIMA-3B-liteParameters=3B2025.11 | 88.8 | 97.1 | 82.1 | 95.4 | 83.6 | 90.9 | 80.6 | |
| Ovis2.5S-RF++Backbone=Ovis2.5-9B, Training=REINFORCE++2026.02 | 88.68 | 95.24 | 79.04 | 94.85 | 84.29 | 92.61 | 83.5 | |
| Ovis2.5SFTBackbone=Ovis2.5-9B, Training=SFT2026.02 | 88.6 | 95.24 | 78.6 | 94.85 | 85 | 92.61 | 83.01 | |
| Ovis2.5S-GRPOBackbone=Ovis2.5-9B, Training=Step-wise GRPO2026.02 | 88.52 | 94.51 | 79.04 | 94.85 | 85 | 92.61 | 83.01 | |
| Qwen3-VL-8BParameters=8B2026.02 | 88.44 | 95.24 | 79.91 | 94.85 | 81.43 | 92.17 | 83.5 | |
| Ovis2.5S-RLOOBackbone=Ovis2.5-9B, Training=Step-wise RLOO2026.02 | 88.44 | 94.87 | 79.04 | 94.85 | 85 | 92.17 | 82.52 | |
| UI-TARS-72BModel Size=72B2026.02 | 88.4 | 94.9 | 82.5 | 89.7 | 88.6 | 88.7 | 85 | |
| GUI-Actor-3B (Qwen2.5-VL)Parameters=3B2025.11 | 88.4 | 94.5 | 83.8 | 92.8 | 82.1 | 91.3 | 82.5 | |
| UI-TARS-72BParameters=72B2025.11 | 88.4 | 94.9 | 82.5 | 89.7 | 88.6 | 88.7 | 85 | |
| GUI-Actor-7BModel Size=7B2026.02 | 88.3 | 94.9 | 82.1 | 91.8 | 80 | 91.3 | 85.4 | |
| GUI-Actor-7B (Qwen2-VL)Parameters=7B2025.11 | 88.3 | 94.9 | 82.1 | 91.8 | 80 | 91.3 | 85.4 | |
| UI-TARS-7BParameters=7B2026.02 | 88.21 | 92.31 | 85.15 | 90.72 | 84.29 | 88.7 | 85.92 | |
| SparkUI-ParserParameters=7B2025.11 | 88 | 94.9 | 83.8 | 95.9 | 80.7 | 89.6 | 82.9 | |
| GUI-Actor-2B (Qwen2-VL)Parameters=3B2025.11 | 86.5 | 93 | 79.9 | 88.1 | 78.6 | 90.9 | 84 | |
| UGround-v1-7BParameters=7B2025.11 | 86.3 | 93 | 79.9 | 93.8 | 76.4 | 90.9 | 84 | |
| Claude 4 Sonnet CU2026.02 | 84.75 | 97.07 | 79.48 | 81.44 | 64.29 | 92.61 | 82.52 | |
| Aguvis-7BParameters=7B2025.11 | 84.4 | 95.6 | 77.7 | 93.8 | 67.1 | 88.3 | 75.2 | |
| UI-TARS 1.5-7BVersion=1.5, Parameters=7B2026.02 | 84.2 | 92.67 | 77.73 | 93.81 | 71.43 | 86.52 | 77.18 | |
| Gemini 2.02025.11 | 84 | — | — | — | — | — | — | |
| Claude Computer Use2025.11 | 83 | — | — | — | — | — | — | |
| OS-Atlas-7BParameters=7B2025.11 | 82.5 | 93 | 72.9 | 91.8 | 62.9 | 90.9 | 74.3 | |
| UI-TARS-2BParameters=3B2025.11 | 82.3 | 93 | 75.5 | 90.7 | 68.6 | 84.3 | 74.8 | |
| Aguvis-G-7BParameters=7B2025.11 | 81.8 | 88.3 | 78.2 | 88.1 | 70.7 | 85.7 | 74.8 | |
| Claude 3.7 Sonnet CU2026.02 | 80.74 | 88.28 | 73.36 | 79.9 | 62.86 | 90.87 | 80.58 | |
| UGround-V1-2BParameters=3B2025.11 | 77.7 | 89.4 | 72 | 88.7 | 65.7 | 81.3 | 68.9 | |
| Magma-8BParameters=7B2025.11 | 60.3 | 60.4 | 58.5 | 75.3 | 52.9 | 69.1 | 52 | |
| Qwen2-VL-7BParameters=7B2025.11 | 55.3 | 75.5 | 60.7 | 76.3 | 54.3 | 35.2 | 25.7 | |
| SeeClick-9.6BParameters=7B2025.11 | 53.4 | 78 | 52 | 72.2 | 30 | 55.7 | 32.5 | |
| CogAgent-7BParameters=7B2025.11 | 47.4 | 67 | 24 | 74.2 | 20 | 70.4 | 28.6 | |
| GPT-4o2026.02 | 18.3 | 20.2 | 24.9 | 21.1 | 23.6 | 12.2 | 7.8 | |
| GPT-4o2025.11 | 18.3 | 20.2 | 24.9 | 21.1 | 23.6 | 12.2 | 7.8 | |
| GPT-42025.11 | 16.2 | 22.6 | 24.5 | 20.2 | 11.8 | 9.2 | 8.8 |