Materials Processing Reasoning on MatProcBench (Random)
85.33AccuracyProvMind-Hybrid
Evaluation results
| Method | Links | |
|---|---|---|
| ProvMind-HybridSetting=Hybrid2026.05 | 85.33 | |
| RAGRetrieval=RAG2026.05 | 59.12 | |
| Few-shotPrompting=Few-shot2026.05 | 49.29 | |
| GraphRAGRetrieval=GraphRAG2026.05 | 46.17 | |
| Zero-shotPrompting=Zero-shot2026.05 | 44.85 |