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Counterfactual Explanation on FICO Data-supported
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Retrain Robustness Score
ElliCE
0.8232
0.8691
0.915
0.9609
Feb 7, 2026
Retrain Robustness Score
Retrain Proximity (L2)
Dropout Rashomon Robustness Score
Dropout Rashomon Proximity (L2)
AWP Robustness Score
AWP Proximity (L2)
Updated 4d ago
Evaluation Results
Method
Method
Links
Retrain Robustness Score
Retrain Proximity (L2)
Dropout Rashomon Robustness Score
Dropout Rashomon Proximity (L2)
AWP Robustness Score
AWP Proximity (L2)
ElliCE
Model Type=MLP, Target...
2026.02
1
3.53
1
4.91
1
5.06
DeltaRob
Model Type=MLP, Target...
2026.02
1
4
1
5.67
0.96
5.7
T:Rex
Model Type=MLP, Target...
2026.02
0.83
3.12
0.01
3.07
0
2.77
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