ResearchBenchmarksAgentic Action Prediction on SCIWorld (in domain)Follow61Success Rateours45.449.4553.557.55Jun 25, 2026Evaluation ResultsMethodMethodLinksSuccess RateoursModel=Qwen3-8BModel=Qwen3-8B2026.0661GRPOModel=Qwen3-8BModel=Qwen3-8B2026.0657oursModel=Qwen3-4BModel=Qwen3-4B2026.0649GRPOModel=Qwen3-4BModel=Qwen3-4B2026.0646