ResearchBenchmarksPerovskite Material Discovery on PeroMAS Benchmark (test)Perovskite Material Discovery on PeroMAS Benchmark (test)Follow0.724Completion RatePeroMAS0.477520.541510.60550.66949Feb 10, 2026Evaluation resultsMethodMethodLinksCompletion RateValidity (LLM)Validity (Expert)PeroMASBase Model=Claude-4.5Base Model=Claude-4.52026.020.7247.227.14PeroMASBase Model=DeepSeek-V3Base Model=DeepSeek-V32026.020.6186.356.59PeroMASBase Model=GPT-5.2Base Model=GPT-5.22026.020.596.526.4PeroMASBase Model=Qwen3Base Model=Qwen32026.020.5266.055.92PeroMASBase Model=Gemini-2.5Base Model=Gemini-2.52026.020.4876.156.24