Materials Processing Reasoning on MatProcBench (Material Type)
52.55AccuracyProvMind-Hybrid
Evaluation Results
| Method | Links | |
|---|---|---|
| ProvMind-HybridSetting=Hybrid2026.05 | 52.55 | |
| Few-shotPrompting=Few-shot2026.05 | 49.42 | |
| Zero-shotPrompting=Zero-shot2026.05 | 44.74 | |
| GraphRAGRetrieval=GraphRAG2026.05 | 44.74 | |
| RAGRetrieval=RAG2026.05 | 42.27 |