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ResearchFormerly WizWand

Cross-institutional code mapping on UPMC LAB-LOINC

0.654Spearman's Rank CorrelationGAME
0.079920.228960.3780.52704Feb 12, 2025
Updated 6mo ago

Evaluation results

MethodLinks
GAME2025.020.654
GAMEBase model=CODER2025.020.648
GAMEBase model=BGE2025.020.645
Ablation (g)Ablation setting=(g)2025.020.613
BGE2025.020.61
BGE2025.020.61
GAME2025.020.602
OpenAI2025.020.583
OpenAI2025.020.583
Ablation (f)Ablation setting=(f)2025.020.569
Ablation (e)Ablation setting=(e)2025.020.563
Ablation (h)Ablation setting=(h)2025.020.559
CODER2025.020.554
CODER2025.020.554
SBERT2025.020.529
SBERT2025.020.529
Ablation (b)Ablation setting=(b)2025.020.495
Ablation (a)Ablation setting=(a)2025.020.493
Ablation (d)Ablation setting=(d)2025.020.482
Ablation (c)Ablation setting=(c)2025.020.443
PBERT2025.020.112
PBERT2025.020.112
BBERT2025.020.102
BBERT2025.020.102