Entity Pair on BioMedHop
80.4MCQ AccuracyBioWeave
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BioWeaveType=Proposed2026.06 | 80.4 | 50.6 | 65.5 | |
| PoGType=KG-based RAG2026.06 | 76.5 | 12.3 | 44.4 | |
| ToG-2Type=Hybrid RAG2026.06 | 74.2 | 38.5 | 56.4 | |
| ToGType=KG-based RAG2026.06 | 68.5 | 8.4 | 38.5 | |
| CoKType=Hybrid RAG2026.06 | 65.4 | 25.1 | 45.2 | |
| Naive WebType=Vanilla2026.06 | 61 | 0 | 30.5 | |
| Naive DocType=Vanilla2026.06 | 57.6 | 2.4 | 30 | |
| CoTType=LLM-only2026.06 | 31 | 2.4 | 16.7 | |
| IOType=LLM-only2026.06 | 23 | 2.4 | 12.7 |