Mobile agent task completion on AndroidWorld 116 tasks
78Task Success Rate (TSR)GUI-Owl-1.5-8B
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GUI-Owl-1.5-8BTasks=9002026.06 | 78 | — | 73.2 | 57.4 | 29.8 | |
| GUI-Owl-1.5-8BTasks=4002026.06 | 75 | — | 73.8 | 59.3 | 26.3 | |
| GUI-Owl-1.5-8BTasks=2002026.06 | 75 | — | 73.2 | 51.4 | 28.1 | |
| No ProtectionBase Model=GUI-Owl-7B2026.06 | 66.4 | 77 | — | — | — | |
| GUI-Owl-1.5-8BTasks=02026.06 | 65 | — | 66.7 | 50 | 19.3 | |
| Qwen3-VL-8BTasks=4002026.06 | 61 | — | 59 | 38.9 | 14 | |
| Qwen3-VL-8BTasks=9002026.06 | 59 | — | 61.2 | 41.7 | 17.5 | |
| Full CAPEDBase Model=GUI-Owl-7B2026.06 | 55.2 | 64 | — | — | — | |
| Qwen3-VL-8BTasks=2002026.06 | 55 | — | 59 | 32.4 | 12.3 | |
| Qwen3-VL-8BTasks=02026.06 | 47 | — | 44.8 | 35.2 | 19.3 |