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ResearchFormerly WizWand

GUI Agent Interaction on MobileWorld GUI-Only

55.6SRGemini-3-Pro + UI-Ins-7B
5.78418.71731.6544.583Apr 13, 2026
Updated 7mo ago

Evaluation results

MethodLinks
Gemini-3-Pro + UI-Ins-7BFramework Type=Agentic Framework2026.0455.6
GPT-5 + UI-Ins-7BFramework Type=Agentic Framework2026.0454
Claude-4.5-Sonnet + UI-Ins-7BFramework Type=Agentic Framework2026.0447.8
Doubao-1.5-UI-TARSFramework Type=End-to-End Model2026.0426.3
MAI-UI-8BFramework Type=End-to-End Model2026.0419.7
ClawGUI-2BFramework Type=Ours2026.0417.1
UI-Venus-72BFramework Type=End-to-End Model2026.0416.4
Qwen3-VL-235B-A22BFramework Type=End-to-End Model2026.0412.8
Qwen3-VL-32BFramework Type=End-to-End Model2026.0411.9
MAI-UI-2BFramework Type=End-to-End Model2026.0411.1
Qwen3-VL-8BFramework Type=End-to-End Model2026.049.4
GUI-Owl-32BFramework Type=End-to-End Model2026.048.5
UI-Venus-7BFramework Type=End-to-End Model2026.048.5
GUI-Owl-7BFramework Type=End-to-End Model2026.047.7