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Counterfactual Explanation Generation on Digits
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100
Coverage
CBCE
95.84
96.92
98
99.08
Mar 16, 2025
Coverage
Validity
L1 Distance
L2 Distance
Plausibility
Log Density
LOF Score
Isolation Forest Score
Time (s)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Coverage
Validity
L1 Distance
L2 Distance
Plausibility
Log Density
LOF Score
Isolation Forest Score
Time (s)
CBCE
2025.03
100
100
15.448
3.002
33
53.65
1.073
0.029
1.8
WACH
2025.03
100
100
2.076
0.999
1.8
-69.3
1.097
0.005
4,354.78
PPCEF
2025.03
100
100
6.55
1.13
100
55.98
1.055
0.029
86.34
HyConEx
2025.03
100
99.9
6.978
1.396
80.9
62.98
1.051
0.04
0.005
CEGP
2025.03
96
100
6.09
1.423
1.1
-392.35
1.201
-0.023
8,165.49
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