GUI Agent Navigation on MMBench-GUI
82.7Windows (Basic) ScoreInfiGUI-G1-7B
Evaluation results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| InfiGUI-G1-7BData Size=32K2026.03 | 82.7 | 61.8 | 83.8 | 63.9 | 72.3 | 52 | 94.9 | 89.4 | 95.2 | 85.6 | 93.5 | 76.3 | 80.8 | |
| UI-Ins-7BData Size=316K2026.03 | 82.7 | 64.7 | 87.2 | 75.1 | 71.7 | 51.5 | 94.9 | 89.7 | 95.8 | 89 | 93.2 | 80.8 | 83.1 | |
| GUI-Actor-7BData Size=1.2M2026.03 | 80.8 | 55.1 | 81.4 | 60.4 | 64.9 | 41.8 | 94.3 | 82.7 | 93.5 | 79.7 | 89.7 | 72.1 | 76.5 | |
| GUI-G2-7BData Size=100K2026.03 | 79.7 | 55.1 | 79.7 | 64.7 | 69.6 | 50 | 95.2 | 82.7 | 96.6 | 85.4 | 91.9 | 75.6 | 78.8 | |
| SE-GUI-7BData Size=3K2026.03 | 77.5 | 57.7 | 77.1 | 60.7 | 68.6 | 44.9 | 95.5 | 80 | 95.5 | 83.7 | 89.7 | 68.8 | 76.6 | |
| GTA1-7BData Size=1.56M2026.03 | 76.8 | 57.4 | 80.3 | 63.9 | 68.6 | 53.6 | 93.9 | 83.3 | 96.3 | 84.5 | 90.3 | 74.7 | 78.5 | |
| ZoomUI-7BData Size=02026.03 | 73.6 | 49.6 | 77.6 | 60.8 | 78.5 | 47.7 | 75.3 | 78.2 | 76.6 | 79.9 | 75.4 | 69.9 | 72.8 | |
| UI-TARS-1.5-7BData Size=-2026.03 | 68.3 | 39 | 69 | 44.5 | 64.4 | 37.8 | 88.5 | 69.4 | 90.5 | 69.3 | 81 | 56.5 | 64.3 | |
| UGround-7BData Size=10M2026.03 | 66.8 | 39 | 71.3 | 48.6 | 56.5 | 31.1 | 92.7 | 70.9 | 93.5 | 71 | 88.7 | 64.6 | 65.7 | |
| ZoomUI-3BData Size=02026.03 | 65.1 | 43.1 | 71.4 | 48 | 75.9 | 38.3 | 77.9 | 70.4 | 76.9 | 70.5 | 65 | 62.9 | 63.2 | |
| Aguvis-7BData Size=1.036M2026.03 | 37.3 | 21.7 | 48.1 | 33.3 | 33.5 | 25 | 67.5 | 65.2 | 61 | 51 | 61.6 | 45.5 | 45.7 | |
| OSAtlas-7BData Size=2.24M2026.03 | 36.9 | 18.8 | 44.4 | 21.7 | 31.4 | 13.3 | 74.8 | 48.8 | 69.6 | 46.8 | 61.3 | 35.4 | 41.4 | |
| Qwen2.5-VL-7BData Size=-2026.03 | 31.4 | 16.5 | 31.3 | 22 | 21.5 | 12.2 | 66.6 | 55.2 | 35.1 | 35.2 | 40.3 | 32.5 | 33.9 | |
| ShowUI-2BData Size=256K2026.03 | 9.2 | 4.4 | 24.1 | 10.4 | 25.1 | 11.7 | 29 | 19.7 | 17.4 | 8.7 | 22.9 | 12.7 | 16 | |
| GPT-4oData Size=-2026.03 | 1.5 | 1.1 | 8.7 | 4.3 | 1.1 | 1 | 5.1 | 3.3 | 2.5 | 1.4 | 3.2 | 2.9 | 2.9 | |
| ClaudeData Size=-2026.03 | 1.5 | 0.7 | 12.5 | 7.5 | 1.1 | 0 | 13.7 | 10.6 | 1.4 | 1.4 | 3.2 | 2.3 | 4.7 |