Clinical Relatedness Detection on General Clinical Relation Pairs
94AUCGAME Ablation
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GAME AblationVariant=(b)2025.02 | 94 | 93.3 | |
| PPMI-SVDInstitution=MIMIC2025.02 | 93.8 | 91.6 | |
| GAMEBackbone=BGE2025.02 | 93.8 | 92.7 | |
| GAME AblationVariant=(d)2025.02 | 93.5 | 92.7 | |
| GAME AblationVariant=(h)2025.02 | 93.5 | 92.8 | |
| GAMEBackbone=CODER2025.02 | 93.1 | 92.4 | |
| GAME AblationVariant=(e)2025.02 | 91.7 | 90.8 | |
| GAME2025.02 | 91.4 | 91.1 | |
| GAME AblationVariant=(g)2025.02 | 90.6 | 89.6 | |
| GAME AblationVariant=(c)2025.02 | 89.2 | 87.9 | |
| BGE2025.02 | 84.3 | 82.4 | |
| PPMI-SVDInstitution=MGB2025.02 | 83.7 | 81.9 | |
| GAME AblationVariant=(a)2025.02 | 82.7 | 81.4 | |
| PPMI-SVDInstitution=BDX2025.02 | 82.5 | 81.6 | |
| PPMI-SVDAggregation=AVE2025.02 | 81.5 | 79.3 | |
| OpenAI2025.02 | 80.4 | 80.3 | |
| PPMI-SVDInstitution=Duke2025.02 | 79.5 | 77.3 | |
| PPMI-SVDInstitution=VA2025.02 | 79.3 | 77.6 | |
| GAME AblationVariant=(f)2025.02 | 78.6 | 77.5 | |
| PPMI-SVDInstitution=BCH2025.02 | 75.8 | 73.8 | |
| PPMI-SVDInstitution=UPMC2025.02 | 75.6 | 73.6 | |
| SAPBERT2025.02 | 75.3 | 74.5 | |
| CODER2025.02 | 65.5 | 64.6 | |
| BioBERT2025.02 | 62.4 | 60.9 | |
| PubMedBERT2025.02 | 60.2 | 59.9 |