Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Counterfactual Explanations on Credit-G
Loading...
100
Coverage
CBCE
95
97.5
100
102.5
Mar 16, 2025
Coverage
Validity
L2 Distance
Hamming Distance
Plausibility
LogDensity
LOF Score
Isolation Forest Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Coverage
Validity
L2 Distance
Hamming Distance
Plausibility
LogDensity
LOF Score
Isolation Forest Score
CBCE
Time(s)=0.51
2025.03
100
100
0.944
0.584
0.517
18.83
1.007
0.014
CEGP
Time(s)=3035.62
2025.03
100
100
0.311
0.026
0.258
0.45
1.029
0.024
PPCEF
Time(s)=23.45
2025.03
100
51.7
0.387
0.005
0.358
4.69
1.023
0.026
HyConEx
Time(s)=0.003
2025.03
100
100
0.585
0.067
0.492
8.51
1.022
0.031
Feedback
Search any
task
Search any
task
