Within-Patent Analog Expansion on PMV17 MMPT Dataset (within-patent)
49.2Recall TotalMMPT-RAG
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| MMPT-RAGFramework=Full RAG framework2026.02 | 49.2 | 62.1 | 15.2 | 23.7 | 23.4 | 98.6 | |
| MMPT-FMFramework=Foundation Model only2026.02 | 41.4 | 52.1 | 13.2 | 23 | 22.7 | 98.9 | |
| Database RetrievalType=Retrieval-based baseline2026.02 | 22.7 | 29.4 | 0 | 0 | 0 | 100 | |
| REINVENT 4Module=LibINVENT2026.02 | 5.1 | 7.1 | 0 | 48.2 | 15.7 | 32.5 |