ResearchBenchmarksMaterials Discovery on Materials Discovery Benchmark Solid-State ElectrolytesFollow46.17Hit RateLLEMA-1.805210.649923.10535.5601Oct 26, 2025Evaluation ResultsMethodMethodLinksHit RateStabilityLLEMALLM Backbone=GPT-4o-miniLLM Backbone=GPT-4o-mini2025.1046.1725.37LLEMALLM Backbone=Mistral-S...LLM Backbone=Mistral-Small-3.2-24B-Instruct-25062025.1031.7920.78MatterGen2025.105.333.11LLMatDesign2025.102.512.44End2end2025.100.490.3CDVAE2025.100.040.04