Cross-institutional code mapping on UPMC PX-CCS
0.612Spearman's CorrelationGAME
Evaluation Results
| Method | Links | |
|---|---|---|
| GAMEBase model=CODER2025.02 | 0.612 | |
| GAME2025.02 | 0.596 | |
| GAMEBase model=BGE2025.02 | 0.589 | |
| Ablation (e)Ablation setting=(e)2025.02 | 0.587 | |
| Ablation (f)Ablation setting=(f)2025.02 | 0.584 | |
| GAME2025.02 | 0.574 | |
| Ablation (d)Ablation setting=(d)2025.02 | 0.518 | |
| Ablation (g)Ablation setting=(g)2025.02 | 0.488 | |
| OpenAI2025.02 | 0.484 | |
| OpenAI2025.02 | 0.484 | |
| Ablation (a)Ablation setting=(a)2025.02 | 0.482 | |
| Ablation (b)Ablation setting=(b)2025.02 | 0.475 | |
| Ablation (c)Ablation setting=(c)2025.02 | 0.44 | |
| CODER2025.02 | 0.418 | |
| CODER2025.02 | 0.418 | |
| BGE2025.02 | 0.409 | |
| BGE2025.02 | 0.409 | |
| Ablation (h)Ablation setting=(h)2025.02 | 0.386 | |
| SBERT2025.02 | 0.313 | |
| SBERT2025.02 | 0.313 | |
| BBERT2025.02 | 0.059 | |
| BBERT2025.02 | 0.059 | |
| PBERT2025.02 | 0.001 | |
| PBERT2025.02 | 0.001 |