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Counterfactual Explanation on Diabetes Continuous
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98
Robustness (R) Retrain
ElliCE
46
59.5
73
86.5
Feb 7, 2026
Robustness (R) Retrain
Proximity (L2) Retrain
Robustness (R) Dropout Rashomon
Proximity (L2) Dropout Rashomon
Robustness (R) AWP
Proximity (L2) AWP
Updated 1mo ago
Evaluation Results
Method
Method
Links
Robustness (R) Retrain
Proximity (L2) Retrain
Robustness (R) Dropout Rashomon
Proximity (L2) Dropout Rashomon
Robustness (R) AWP
Proximity (L2) AWP
ElliCE
Model Type=MLP, Target...
2026.02
98
2.15
99
3.05
98
3.22
T:Rex
Model Type=MLP, Target...
2026.02
94
2.47
90
4.18
94
4.18
ROAR
Model Type=MLP, Target...
2026.02
86
1.86
40
1.86
31
1.86
PROP
Model Type=MLP, Target...
2026.02
48
2.01
19
2.01
8
2.01
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