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Web Navigation / Skill Induction on Mind2Web Cross-Task GPT-4.1

63.2Success RatePolySkill
51.86454.80757.7560.693Jun 16, 2026

Evaluation results

MethodLinks
PolySkillLibrary Regime=+Update, Base LLM=GPT-4.12026.0663.2647
SKILLMIGRATORLibrary Regime=+Update, Base LLM=GPT-4.12026.0662.75.541
ASILibrary Regime=+Update, Base LLM=GPT-4.12026.0659.46.466
PolySkillLibrary Regime=Static, Base LLM=GPT-4.12026.0655.46.343
SKILLMIGRATORLibrary Regime=Static, Base LLM=GPT-4.12026.0654.85.835
ReActLibrary Regime=Static, Base LLM=GPT-4.12026.0653.87—
ASILibrary Regime=Static, Base LLM=GPT-4.12026.0652.36.650