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ResearchFormerly WizWand

Web Navigation on MM-Mind2Web

22.97Step Success Rate (SR)Direct Prompting
4.58289.356414.1318.9036May 18, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Direct PromptingBackbone=Gemini-3.1-Pro2026.0522.97
Working + Episodic MemoryBackbone=GUI-Owl-1.5-32B2026.0519.12
No HistoryBackbone=GUI-Owl-1.5-32B2026.0518.98
Direct PromptingBackbone=GPT-5.52026.0518.81
No HistoryBackbone=GUI-Owl-1.5-8B2026.0517.78
Working MemoryBackbone=GUI-Owl-1.5-32B2026.0517.71
Text Summary MemoryBackbone=GUI-Owl-1.5-32B2026.0517
Pred. Hist. AllBackbone=GUI-Owl-1.5-32B2026.0516.48
Working + Episodic MemoryBackbone=GUI-Owl-1.5-8B2026.0516.42
Working MemoryBackbone=GUI-Owl-1.5-8B2026.0515.53
Working + Episodic MemoryBackbone=MAI-UI-8B2026.0514.67
Working MemoryBackbone=MAI-UI-8B2026.0514.61
Text Summary MemoryBackbone=GUI-Owl-1.5-8B2026.0514.14
Pred. Hist. AllBackbone=GUI-Owl-1.5-8B2026.0513.56
Pred. Hist. AllBackbone=MAI-UI-8B2026.0513.44
Text Summary MemoryBackbone=MAI-UI-8B2026.0513.28
Working + Episodic MemoryBackbone=UI-Venus-1.5-8B2026.0512.6
No HistoryBackbone=MAI-UI-8B2026.0512.53
Working MemoryBackbone=UI-Venus-1.5-8B2026.0511.8
Text Summary MemoryBackbone=UI-Venus-1.5-8B2026.0511.66
Pred. Hist. AllBackbone=UI-Venus-1.5-8B2026.057.57
No HistoryBackbone=UI-Venus-1.5-8B2026.055.29