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Benchmarks
Classification on CEBaB (test)
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82.3
Accuracy
Var. Credal
80.74
81.145
81.55
81.955
Feb 11, 2026
Accuracy
Correlation (rho) Uepi vs Uale
Correlation (rho) Uepi vs Err
Correlation (rho) Uale vs H
AUROC
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Correlation (rho) Uepi vs Uale
Correlation (rho) Uepi vs Err
Correlation (rho) Uale vs H
AUROC
Var. Credal
2026.02
82.3
0.05
0.35
0.74
0.76
Deep Ensembles
2026.02
82.1
0.79
0.28
0.41
0.68
MC Dropout
2026.02
81.8
0.77
0.27
0.39
0.66
Semantic Entropy
2026.02
81.2
0.81
0.26
0.38
0.67
P(True)
2026.02
80.8
0.76
0.24
0.35
0.64
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