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Benchmarks
Orthopedic Diagnostic Classification on Clinical Narratives English (controlled setting)
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80.78
F1-Macro
IndicBERT-HPA
29.8304
43.0577
56.285
69.5123
May 29, 2026
F1-Macro
AUROC (Macro)
AUPRC
ECE
Accuracy
Updated 2d ago
Evaluation Results
Method
Method
Links
F1-Macro
AUROC (Macro)
AUPRC
ECE
Accuracy
IndicBERT-HPA
setting=controlled
2026.05
80.78
0.9115
0.9022
0.1593
81.1
DistilBERT
setting=controlled
2026.05
69.48
0.9155
0.829
0.0748
68.23
XLM-RoBERTa
setting=controlled
2026.05
67.2
0.8827
0.7718
0.0023
69.08
IndicBERT
setting=controlled
2026.05
52.52
0.4732
0.5667
0.0034
53.02
mDeBERTa
setting=controlled
2026.05
31.79
0.4782
0.1667
0.0091
31.97
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