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Benchmarks
Counterfactual Explanation Generation on German Credit Protocol A B=4
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88.23
Sparsity
DICE-R
26.3812
42.4381
58.495
74.5519
Feb 19, 2026
Sparsity
Diversity
Harmonic Mean
Validity
Coverage
Unary
Updated 4d ago
Evaluation Results
Method
Method
Links
Sparsity
Diversity
Harmonic Mean
Validity
Coverage
Unary
DICE-R
Classifier=Logistic Re...
2026.02
88.23
15.29
26.06
100
100
90.81
COUNTERFLOWNET
Classifier=Logistic Re...
2026.02
69.09
41.26
51.65
99.48
100
100
L2C
Classifier=Logistic Re...
2026.02
61.35
37.31
46.39
100
100
99.06
COPA
Classifier=Logistic Re...
2026.02
57.88
18.88
28.47
44
44
84.31
DICE-G
Classifier=Logistic Re...
2026.02
43.45
37.56
40.29
62.87
90.24
56.66
MCCE
Classifier=Logistic Re...
2026.02
28.76
33.4
30.91
48.74
100
58.76
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