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Benchmarks
Disease Diagnosis on SkinCon (test)
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77.88
Class Accuracy
ResNet*
72.108
73.6065
75.105
76.6035
Jun 1, 2026
Class Accuracy
Class AUC
Updated 1d ago
Evaluation Results
Method
Method
Links
Class Accuracy
Class AUC
ResNet*
Labeled Ratio=N/A, Bac...
2026.06
77.88
77.55
HyperCBM*
Labeled Ratio=1.0, Bac...
2026.06
77.48
79.86
CEM*
Labeled Ratio=1.0, Bac...
2026.06
76.1
78.42
HyperCBM
Labeled Ratio=0.8, Bac...
2026.06
75.92
75.3
HyperCBM
Labeled Ratio=0.4, Bac...
2026.06
75.86
75.34
HyperCBM
Labeled Ratio=0.2, Bac...
2026.06
75.76
74.39
HyperCBM
Labeled Ratio=0.6, Bac...
2026.06
75.48
77.64
HyperCBM
Labeled Ratio=0.1, Bac...
2026.06
73.99
70.53
CBM*
Labeled Ratio=1.0, Bac...
2026.06
72.43
69.37
HyperCBM
Labeled Ratio=0.01, Ba...
2026.06
72.33
57.57
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