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Agent Interaction on ScienceWorld (val)

44.08Success Rate

Gemma2-9B + MISE

Updated 4d ago

Evaluation Results

Method	Links
Gemma2-9B + MISE 2026.04		44.08
LLaMA3-8B + MISE 2026.04		43.4
Gemma2-9B + PRM 2026.04		42.12
Gemma2-9B + PPO 2026.04		40.66
GPT-4o 2026.04		40.65
LLaMA3-8B + PRM 2026.04		38.87
LLaMA3-8B + RFT 2026.04		38.64
GPT-4o-mini 2026.04		38.6
LLaMA3-8B + ReAct 2026.04		37.97
LLaMA3-8B + online DPO 2026.04		36.76
LLaMA3-8B 2026.04		36.12
Qwen2-7B + MISE 2026.04		28.87
LLaMA3-8B + PPO 2026.04		26.04
Qwen2-7B + PRM 2026.04		22.6
Qwen2-7B + PPO 2026.04		22.09
Gemma2-9B 2026.04		13.49
Qwen2-7B 2026.04		12.35