Mobile GUI Agent Decision Making on AndroidWorld
82.05Success RateEAPO-8B
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| EAPO-8BModel Category=Ours2026.05 | 82.05 | — | — | — | |
| EAPO-4BModel Category=Ours2026.05 | 79.59 | — | — | — | |
| EAPO-1.7B/2BModel Category=Ours2026.05 | 76.36 | — | — | — | |
| UI-TARS-2-2509Model Category=Closed-source Models2026.05 | 73.38 | — | — | — | |
| Claude-4-Sonnet-0929Model Category=Closed-source Models2026.05 | 71.6 | — | — | — | |
| DeepMiner-Mano-72BModel Category=Closed-source Models2026.05 | 68.48 | — | — | — | |
| Qwen3-VL-32BModel Category=Open-source Models2026.05 | 63.7 | — | — | — | |
| DeepMiner-Mano-7BModel Category=Closed-source Models2026.05 | 62.3 | — | — | — | |
| Qwen3-VL-235B-A22BModel Category=Open-source Models2026.05 | 62 | — | — | — | |
| Seed1.5-VL-250717Model Category=Closed-source Models2026.05 | 61.75 | — | — | — | |
| Claude-3.7-SonnetModel Category=Closed-source Models2026.05 | 60.83 | — | — | — | |
| V-DroidDecision=Verifier2025.03 | 59.5 | 0.74 | — | 54.3 | |
| DART-GUI-7BModel Category=Open-source Models2026.05 | 57.99 | — | — | — | |
| OpenAI CUAModel Category=Closed-source Models2026.05 | 57.63 | — | — | — | |
| OpenAI CUA o3Model Category=Closed-source Models2026.05 | 55.43 | — | — | — | |
| GUI-Owl-7BModel Category=Open-source Models2026.05 | 52.04 | — | — | — | |
| OpenCUA-32BModel Category=Open-source Models2026.05 | 51.66 | — | — | — | |
| ARPOModel Category=Open-source Models2026.05 | 49.31 | — | — | — | |
| TianXi-Action-7BModel Category=Closed-source Models2026.05 | 48.93 | — | — | — | |
| ZeroGUIModel Category=Open-source Models2026.05 | 47.52 | — | — | — | |
| UI-TARS-72B-dpoModel Category=Open-source Models2026.05 | 46.65 | — | — | — | |
| OpenCUA-7BModel Category=Open-source Models2026.05 | 45.1 | — | — | — | |
| GPT-4oDecision=w/ CoT2025.03 | 41.3 | 6.7 | — | 63.4 | |
| GPT-4oDecision=w/o CoT2025.03 | 39.2 | 5.74 | — | 19.6 | |
| UI-TARS-7BDecision=w/ CoT2025.03 | 33.2 | 10.6 | — | 75.9 | |
| UI-TARS-7BModel Category=Open-source Models2026.05 | 33.04 | — | — | — | |
| UI-TARS-7BDecision=w/o CoT2025.03 | 29.3 | 0.97 | — | 14.6 |