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Distributional disagreement (sym-KL) on DILI (id-test)
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-0.07
Delta Symmetric KL Divergence (delta sym-KL)
Deep Ens.
-0.7668
-0.5859
-0.405
-0.2241
May 13, 2026
Delta Symmetric KL Divergence (delta sym-KL)
Symmetric KL Divergence (sym-KL)
Relative Reduction (%)
Updated 20d ago
Evaluation Results
Method
Method
Links
Delta Symmetric KL Divergence (delta sym-KL)
Symmetric KL Divergence (sym-KL)
Relative Reduction (%)
Deep Ens.
Parameter-side=true, K=5
2026.05
-0.07
-
-9
MC dropout
Parameter-side=true
2026.05
-0.1
-
-13
Bagging
Data-side=true, K=2
2026.05
-0.5
-
-67
Bagging
Data-side=true, K=5
2026.05
-0.67
-
-89
Twin-bootstrap
Data-side=true, lambda...
2026.05
-0.74
-
-98
ERM
2026.05
-
0.75
-
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