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Counterfactual Explanation on Default Protocol B (B=64)
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100
Validity
DICE
95.84
96.92
98
99.08
Feb 19, 2026
Validity
Proximity (Continuous)
Sparsity (Categorical)
Epsilon Sparsity (Numerical)
Plausibility (LOF)
Diversity
Updated 4d ago
Evaluation Results
Method
Method
Links
Validity
Proximity (Continuous)
Sparsity (Categorical)
Epsilon Sparsity (Numerical)
Plausibility (LOF)
Diversity
DICE
Underlying Model=Neura...
2026.02
100
0.31
6
0.77
0.24
5
CCHVAE
Underlying Model=Neura...
2026.02
100
0.48
10
0.97
0.33
4
DiCoFlex
Underlying Model=Neura...
2026.02
100
0.64
56
0.97
0.39
33
CounterFlowNet
Underlying Model=Neura...
2026.02
96
0.12
26
0.19
0.34
14
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