ResearchBenchmarksMaterials Discovery on Materials Discovery Benchmark Transparent ConductorsFollow43.87Hit Rate (HR)LLEMA-1.744410.097821.9433.7822Oct 26, 2025Evaluation ResultsMethodMethodLinksHit Rate (HR)Stability (Stab.)LLEMALLM Backbone=Mistral-S...LLM Backbone=Mistral-Small-3.2-24B-Instruct-25062025.1043.8718.48LLEMALLM Backbone=GPT-4o-miniLLM Backbone=GPT-4o-mini2025.1039.1114.85MatterGen2025.109.380G-SchNet2025.102.490LLMatDesign2025.100.040.04DiffCSP2025.100.010