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Distributional Counterfactual Explanations on HELOC tabular (Non-diff.)
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0.0008
OT(x) Distance
AReS
-0.265704
1.533198
3.3321
5.131002
Mar 17, 2026
OT(x) Distance
OT(y) Distance
MMD
AReS Cost
Updated 1mo ago
Evaluation Results
Method
Method
Links
OT(x) Distance
OT(y) Distance
MMD
AReS Cost
AReS
Model differentiabilit...
2026.03
0.0008
51.84
0.0007
0.0738
DISCOVER
Model differentiabilit...
2026.03
0.0514
15.95
0.032
3.9616
DiCE
Model differentiabilit...
2026.03
0.0704
23.15
0.0455
3.9318
GLOBE
Model differentiabilit...
2026.03
6.6634
11.38
0.0602
2.5813
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