Ontology Alignment on OAEI Bio-ML (SNOMED-NCIT Neoplas) 2024
95.1Precision (P)LogMapLt
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| LogMapLt2025.08 | 95.1 | 51.7 | 67 | — | — | |
| LogMap2025.08 | 87 | 58.6 | 70.1 | — | — | |
| Matcha2025.08 | 83.8 | 55.1 | 66.5 | 88.9 | 93.6 | |
| BERTMapLt2025.08 | 83.1 | 68.7 | 75.2 | 89.1 | 85.9 | |
| LogMapBio2025.08 | 78.4 | 79.5 | 77.1 | — | — | |
| GenOMBackbone=Qwen32B2025.08 | 74.7 | 80.4 | 77.4 | 95.8 | 93.6 | |
| LogMap-LLM2025.08 | 66.1 | 74.7 | 70.1 | — | — | |
| BERTMap2025.08 | 55.7 | 76.2 | 64.3 | 95.4 | 92.8 | |
| LLM4OM2025.08 | 47 | 53 | 49.5 | — | — | |
| BioSTransMatch2025.08 | 28.9 | 66.3 | 40.2 | 84.6 | 78.9 |