ResearchBenchmarksMaterials Discovery on Materials Discovery Benchmark Piezo Energy HarvestersFollow67.11H.R.LLEMA-2.67415.44333.5651.677Oct 26, 2025Evaluation ResultsMethodMethodLinksH.R.StabilityLLEMALLM Backbone=Mistral-S...LLM Backbone=Mistral-Small-3.2-24B-Instruct-25062025.1067.114.84LLEMALLM Backbone=GPT-4o-miniLLM Backbone=GPT-4o-mini2025.1063.463.22CDVAE2025.1042.190DiffCSP2025.1041.210LLMatDesign2025.1032.161.38MatterGen2025.1021.640End2end2025.1010.340.28G-SchNet2025.100.010