Ontology Alignment on OAEI Bio-ML SNOMED-NCIT Pharm 2024
99.6Precision (P)LogMapLt
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| LogMapLt2025.08 | 99.6 | 59.9 | 74.8 | — | — | |
| Matcha2025.08 | 98.7 | 60.7 | 75.2 | 93.6 | 92.1 | |
| BERTMapLt2025.08 | 98.1 | 57.4 | 72.4 | 84.9 | 77.3 | |
| BERTMap2025.08 | 97.1 | 58.5 | 73 | 96.9 | 95.1 | |
| LogMap2025.08 | 96.6 | 60.7 | 74.6 | — | — | |
| GenOMBackbone=Qwen32B2025.08 | 95.7 | 62.2 | 75.4 | 96.5 | 94.3 | |
| LogMapBio2025.08 | 92.8 | 61.1 | 73.7 | — | — | |
| LogMap-LLM2025.08 | 85.5 | 62.1 | 71.9 | — | — | |
| LLM4OM2025.08 | 81.8 | 58.2 | 68 | — | — | |
| BioSTransMatch2025.08 | 58.4 | 84.4 | 69 | 94.3 | 91.8 |