Mixed-hop Prediction on SNOMED (test)
94.1Precision (Random Negatives)all-MiniLM-L12-v2 + HIT
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| all-MiniLM-L12-v2 + HITTraining=Fine-tuned, Component=Hierarchy Transformer2024.01 | 94.1 | 96.7 | 95.4 | 90.5 | 89.4 | 89.9 | |
| all-MiniLM-L12-v2 + fine-tuneTraining=Fine-tuned2024.01 | 91.9 | 85.9 | 88.8 | 89.4 | 63.5 | 74.3 | |
| all-MiniLM-L12-v2Training=Pre-trained2024.01 | 22.4 | 44.3 | 29.7 | 14.5 | 39.8 | 21.3 | |
| MajorityPrior2024.01 | 9.1 | 9.1 | 9.1 | 9.1 | 9.1 | 9.1 |