ResearchBenchmarksMaterials Discovery on Materials Discovery Benchmark Acousto-optic HybridsFollow26.26Hit Rate (H.R.)LLEMA7.862412.638717.41522.1913Oct 26, 2025Evaluation ResultsMethodMethodLinksHit Rate (H.R.)Stability (Stab.)LLEMALLM Backbone=GPT-4o-miniLLM Backbone=GPT-4o-mini2025.1026.2682CDVAE2025.1021.850DiffCSP2025.1021.531LLMatDesign2025.1015.4555LLEMALLM Backbone=Mistral-S...LLM Backbone=Mistral-Small-3.2-24B-Instruct-25062025.1014.0450MatterGen2025.1011.240End2end2025.108.5764