ResearchBenchmarksMaterials Discovery on Materials Discovery Benchmark Wide-Bandgap Semicond.Follow33.62Hit RateLLEMA-1.34487.732616.8125.8874Oct 26, 2025Evaluation ResultsMethodMethodLinksHit RateStabilityLLEMALLM Backbone=GPT-4o-miniLLM Backbone=GPT-4o-mini2025.1033.6222.42LLEMALLM Backbone=Mistral-S...LLM Backbone=Mistral-Small-3.2-24B-Instruct-25062025.1017.0810.71MatterGen2025.106.564.15LLMatDesign2025.104.191.13End2end2025.100.950.79CDVAE2025.100.040.04G-SchNet2025.1000DiffCSP2025.1000