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Agent Interaction on ScienceWorld (test)

38.18Success Rate

LLaMA3-8B + MISE

Updated 4d ago

Evaluation Results

Method	Links
LLaMA3-8B + MISE 2026.04		38.18
Gemma2-9B + MISE 2026.04		36.8
LLaMA3-8B + RFT 2026.04		34.02
Gemma2-9B + PRM 2026.04		33.85
LLaMA3-8B + PRM 2026.04		33.65
LLaMA3-8B + ReAct 2026.04		33.1
GPT-4o 2026.04		32.41
Gemma2-9B + PPO 2026.04		32.19
LLaMA3-8B + online DPO 2026.04		32.14
GPT-4o-mini 2026.04		31.98
LLaMA3-8B 2026.04		31.79
Qwen2-7B + MISE 2026.04		28.61
Qwen2-7B + PRM 2026.04		22.24
Qwen2-7B + PPO 2026.04		21.85
LLaMA3-8B + PPO 2026.04		20.03
Gemma2-9B 2026.04		11.91
Qwen2-7B 2026.04		10.67