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Counterfactual Explanation on Adult Income Protocol B (B=64)
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100
Validity
DICE
95
97.5
100
102.5
Feb 19, 2026
Validity
Proximity (Continuous)
Sparsity (Categorical)
Sparsity (Numerical, epsilon)
Plausibility (LOF)
Diversity
Updated 1mo ago
Evaluation Results
Method
Method
Links
Validity
Proximity (Continuous)
Sparsity (Categorical)
Sparsity (Numerical, epsilon)
Plausibility (LOF)
Diversity
DICE
Underlying Model=Neura...
2026.02
100
0.44
5
0.5
0.17
0.06
CCHVAE
Underlying Model=Neura...
2026.02
100
0.5
6
0.98
0.22
0.03
DiCoFlex
Underlying Model=Neura...
2026.02
100
0.85
49
0.97
0.31
0.4
CounterFlowNet
Underlying Model=Neura...
2026.02
100
0.19
27
0.36
0.2
0.21
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