| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| AndroidWorld latest (test) | MAI-UI-235B-A22B | Success Rate76.7 | 35 | 1mo ago | |
| Multimodal-Mind2Web Cross-Website | HTML-T5-XL | Step Success Rate62.2 | 32 | 1mo ago | |
| Mind2Web Cross-Task | MindAct | Element Accuracy66 | 30 | 20d ago | |
| Multimodal-Mind2Web Cross-Domain | HTML-T5-XL | Step Success Rate67.1 | 27 | 1mo ago | |
| Multimodal-Mind2Web Cross-Task | HTML-T5-XL | Step Success Rate71.5 | 27 | 1mo ago | |
| AITW (test) | CogAgent | Install Success Rate78.86 | 27 | 1mo ago | |
| Mind2Web (Cross-Website) | DuSAR | Element Accuracy44.6 | 23 | 1mo ago | |
| AITW | Qwen-GUI | Overall Success Rate67.3 | 19 | 23d ago | |
| AndroidControl High | UILoop-7B | SR (Success Rate)76.3 | 17 | 9d ago | |
| Smartphone (test) | MiniCPM-GUI | Type EM76.1 | 14 | 1mo ago | |
| Web-Multi (test) | Qwen-GUI | Type EM73.1 | 14 | 1mo ago | |
| Web-Single (test) | Type EM0.81 | 14 | 1mo ago | ||
| OmniAct-D | NaviMaster | Goal Rate (GR)82.16 | 12 | 23d ago | |
| OmniAct-W | NaviMaster | Goal Rate (GR)85.3 | 12 | 23d ago | |
| GuiAct-W | NaviMaster | Success Rate (GR)91.95 | 12 | 23d ago | |
| Llamatouch | NaviMaster | Goal Rate82.54 | 12 | 23d ago | |
| GuiAct-P | NaviMaster | Goal Rate (GR)76.08 | 12 | 23d ago | |
| AC High | NaviMaster | Goal Rate (GR)78.15 | 12 | 23d ago | |
| AC Low | NaviMaster | Goal Rate94.4 | 12 | 23d ago | |
| WebVoyager | Ovis2.5S-RLOO | Success Rate (Allrecipes)88.89 | 12 | 1mo ago | |
| Mind2Web Cross-Domain | MiniCPM-GUI | Element Accuracy35.7 | 12 | 1mo ago | |
| Odyssey | NaviMaster | Grounding Rate (GR)73.6 | 11 | 23d ago | |
| VenusBench-Mobile 1.0 (full) | UI-Venus-1.5-30B-A3B | Success Rate21.5 | 11 | 1mo ago | |
| Mind2Web Online (Average) | Ovis2.5S-GRPO | Success Rate64 | 10 | 1mo ago | |
| Online-Mind2Web (Hard) | Success Rate53.52 | 9 | 1mo ago |
