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Misclassification Detection on HAM10000
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85.5
AUC
CUPID Epistemic
53.572
61.861
70.15
78.439
Mar 11, 2026
AUC
AURC
Spearman Corr
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUC
AURC
Spearman Corr
CUPID Epistemic
Backbone=ResNet18, Unc...
2026.03
85.5
4.7
0.907
Rate-in
Backbone=ResNet18
2026.03
84.6
4.8
0.915
DEC
Backbone=ResNet18
2026.03
83.7
8.2
0.874
MC Dropout
Backbone=ResNet18
2026.03
82.9
7.6
0.861
PostNet Aleatoric
Backbone=ResNet18, Unc...
2026.03
79.3
14.2
0.764
BNN
Backbone=ResNet18
2026.03
79.3
9.6
0.821
CUPID Aleatoric
Backbone=ResNet18, Unc...
2026.03
76.9
6.7
0.722
PostNet Epistemic
Backbone=ResNet18, Unc...
2026.03
75.1
15.8
0.698
IGRUE
Backbone=ResNet18
2026.03
54.8
15.7
0.027
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