ResearchBenchmarksScience Experiment Simulation on SciWorldScience Experiment Simulation on SciWorldFollow69.1Average RewardMCTS64.4265.63566.8568.065Jul 25, 2025Evaluation resultsMethodMethodLinksAverage RewardMCTSBase LLM=Llama2-70BBase LLM=Llama2-70B2025.0769.1Tree DPOBase LLM=Llama2-70BBase LLM=Llama2-70B2025.0767.4SFTBase LLM=Llama2-70BBase LLM=Llama2-70B2025.0764.6