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Benchmarks
Counterfactual Explanation Generation on Graduate Admission Protocol A B=4
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66.25
Sparsity
DICE-R
15.4356
28.6278
41.82
55.0122
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
66.25
30.93
42.15
100
100
85.3
COUNTERFLOWNET
Classifier=Neural Netw...
2026.02
55.41
46.18
50.37
99.53
100
100
L2C
Classifier=Neural Netw...
2026.02
42.23
37.9
39.94
100
100
100
DICE-G
Classifier=Neural Netw...
2026.02
23.05
47.54
31.04
92.91
100
66.69
MCCE
Classifier=Neural Netw...
2026.02
17.39
22.98
19.51
43.79
84.6
79.11
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