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Benchmarks
Disease Diagnosis on PAS (test)
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81.93
Class Accuracy
HyperCBM
56.346
62.988
69.63
76.272
Jun 1, 2026
Class Accuracy
Class AUC
Updated 1d ago
Evaluation Results
Method
Method
Links
Class Accuracy
Class AUC
HyperCBM
Labeled Ratio=0.8, Bac...
2026.06
81.93
91.95
HyperCBM
Labeled Ratio=0.6, Bac...
2026.06
80.15
93.33
HyperCBM*
Labeled Ratio=1.0, Bac...
2026.06
79.85
92.51
HyperCBM
Labeled Ratio=0.4, Bac...
2026.06
78.82
90.48
ResNet*
Labeled Ratio=N/A, Bac...
2026.06
78.22
91.09
CEM*
Labeled Ratio=1.0, Bac...
2026.06
77.78
91.09
HyperCBM
Labeled Ratio=0.1, Bac...
2026.06
76.89
88.4
HyperCBM
Labeled Ratio=0.2, Bac...
2026.06
76.59
90.57
CBM*
Labeled Ratio=1.0, Bac...
2026.06
75.85
88.91
HyperCBM
Labeled Ratio=0.01, Ba...
2026.06
57.33
76.21
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