ResearchBenchmarksMaterials Discovery on Materials Discovery Benchmark SAW/BAW Acoustic SubstratesFollow59.88Hit Rate (H.R.)LLEMA-2.093613.995730.08546.1743Oct 26, 2025Evaluation ResultsMethodMethodLinksHit Rate (H.R.)StabilityLLEMALLM Backbone=GPT-4o-miniLLM Backbone=GPT-4o-mini2025.1059.8810.74LLMatDesign2025.1047.590.13LLEMALLM Backbone=Mistral-S...LLM Backbone=Mistral-Small-3.2-24B-Instruct-25062025.1031.586.8MatterGen2025.1026.270End2end2025.1010.320.65G-SchNet2025.100.420DiffCSP2025.100.360CDVAE2025.100.290