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Benchmarks
Counterfactual Explanation Generation on Adult Income Protocol A B=4
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89.26
Sparsity
DICE-R
22.3568
39.7259
57.095
74.4641
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=Neural Netw...
2026.02
89.26
9.05
16.44
100
100
87.15
COUNTERFLOWNET
Classifier=Neural Netw...
2026.02
62.36
38.21
47.39
100
100
100
L2C
Classifier=Neural Netw...
2026.02
45.7
28.11
34.8
100
100
97.62
DICE-G
Classifier=Neural Netw...
2026.02
41.48
26.27
32.14
92.64
100
72.7
MCCE
Classifier=Neural Netw...
2026.02
24.93
4.58
7.74
30.63
74.76
45.79
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