Ontology Alignment on OAEI Bio-ML SNOMED-FMA Body 2024
97.9PrecisionBERTMap
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| BERTMap2025.08 | 97.9 | 66.2 | 79 | 94.4 | 92 | |
| BERTMapLt2025.08 | 97.9 | 65.5 | 78.5 | 89.2 | 86.5 | |
| LogMapLt2025.08 | 97 | 54.2 | 69.6 | — | — | |
| GenOMBackbone=Qwen32B2025.08 | 90.2 | 67.4 | 77.1 | 94.5 | 92.6 | |
| Matcha2025.08 | 88.7 | 50.2 | 64.1 | 95 | 93.5 | |
| LogMapBio2025.08 | 82.7 | 57.7 | 68 | — | — | |
| LogMap-LLM2025.08 | 75.1 | 54.5 | 63.2 | — | — | |
| LogMap2025.08 | 74.4 | 40.7 | 52.6 | — | — | |
| Hu et al.Year=20252025.08 | 23.1 | 27.9 | 25.3 | — | — | |
| LLM4OM2025.08 | 21.1 | 32.6 | 25.6 | — | — | |
| BioSTransMatch2025.08 | 12.8 | 38.4 | 19.2 | 63.3 | 51.3 |