Transfer Mixed-hop Prediction (SNOMED → DOID) on DOID (test)
83.6Precision (Random Negatives)all-MiniLM-L12-v2 + HIT
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| all-MiniLM-L12-v2 + HITTraining=Fine-tuned, Component=Hierarchy Transformer2024.01 | 83.6 | 86.4 | 85 | 73.9 | 74.8 | 74.4 | |
| all-MiniLM-L12-v2 + fine-tuneTraining=Fine-tuned2024.01 | 54.7 | 91.2 | 68.4 | 83.1 | 79.5 | 81.2 | |
| all-MiniLM-L12-v2Training=Pre-trained2024.01 | 34.2 | 45.1 | 38.9 | 15.9 | 45.5 | 23.5 |