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Benchmarks
Orthopedic Diagnostic Classification on Clinical Narratives Punjabi (controlled setting)
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80.11
F1-Macro
IndicBERT-HPA
37.678
48.694
59.71
70.726
May 29, 2026
F1-Macro
Macro-AUROC
AUPRC
ECE
Accuracy
Updated 2d ago
Evaluation Results
Method
Method
Links
F1-Macro
Macro-AUROC
AUPRC
ECE
Accuracy
IndicBERT-HPA
setting=controlled
2026.05
80.11
93.75
91.01
8.15
77.08
DistilBERT
setting=controlled
2026.05
79.19
91.22
86.51
2.22
78.15
XLM-RoBERTa
setting=controlled
2026.05
76.86
90.65
86.93
0.2
77.82
IndicBERT
setting=controlled
2026.05
59.06
47.15
56.67
0.34
59.1
mDeBERTa
setting=controlled
2026.05
39.31
47.05
18.49
0.72
39.18
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