Cross-institutional code mapping on UPMC LAB-LOINC
0.654Spearman's Rank CorrelationGAME
Evaluation Results
| Method | Links | |
|---|---|---|
| GAME2025.02 | 0.654 | |
| GAMEBase model=CODER2025.02 | 0.648 | |
| GAMEBase model=BGE2025.02 | 0.645 | |
| Ablation (g)Ablation setting=(g)2025.02 | 0.613 | |
| BGE2025.02 | 0.61 | |
| BGE2025.02 | 0.61 | |
| GAME2025.02 | 0.602 | |
| OpenAI2025.02 | 0.583 | |
| OpenAI2025.02 | 0.583 | |
| Ablation (f)Ablation setting=(f)2025.02 | 0.569 | |
| Ablation (e)Ablation setting=(e)2025.02 | 0.563 | |
| Ablation (h)Ablation setting=(h)2025.02 | 0.559 | |
| CODER2025.02 | 0.554 | |
| CODER2025.02 | 0.554 | |
| SBERT2025.02 | 0.529 | |
| SBERT2025.02 | 0.529 | |
| Ablation (b)Ablation setting=(b)2025.02 | 0.495 | |
| Ablation (a)Ablation setting=(a)2025.02 | 0.493 | |
| Ablation (d)Ablation setting=(d)2025.02 | 0.482 | |
| Ablation (c)Ablation setting=(c)2025.02 | 0.443 | |
| PBERT2025.02 | 0.112 | |
| PBERT2025.02 | 0.112 | |
| BBERT2025.02 | 0.102 | |
| BBERT2025.02 | 0.102 |