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Benchmarks
Counterfactual Explanation Generation on Student Performance Protocol A B=4
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87.6
Sparsity
DICE-R
23.5048
40.1449
56.785
73.4251
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
87.6
13.64
23.6
100
100
98.99
COUNTERFLOWNET
Classifier=Logistic Re...
2026.02
71.18
31.44
43.61
99.63
100
100
L2C
Classifier=Logistic Re...
2026.02
55.32
29.54
38.51
100
100
100
COPA
Classifier=Logistic Re...
2026.02
50.45
25.28
33.68
67.26
67.26
95.32
DICE-G
Classifier=Logistic Re...
2026.02
39.2
39.88
38.54
84.83
100
60.77
MCCE
Classifier=Logistic Re...
2026.02
25.97
24.97
25.46
60.98
93.1
67.7
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