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Explainable AI Evaluation on Gaussian Non-Linear (test)
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0.09
Scaled Infidelity
LFR-IMN
-0.1464
1.4493
3.045
4.6407
Jun 29, 2026
Scaled Infidelity
Faithfulness
Faithfulness (ROAR)
Monotonicity (ROAR)
Shapley Correlation
Updated 26d ago
Evaluation Results
Method
Method
Links
Scaled Infidelity
Faithfulness
Faithfulness (ROAR)
Monotonicity (ROAR)
Shapley Correlation
LFR-IMN
Backbone=TabResNet
2026.06
0.09
0.61
1.29
0.13
-0.04
IMN
Backbone=TabResNet
2026.06
0.3
0.61
1.38
0.14
-0.03
LIME
Backbone=TabResNet
2026.06
0.43
0.66
1.35
0.15
0.13
SHAP
Backbone=TabResNet
2026.06
1.61
0.62
1.26
0.18
0.09
Random
Backbone=TabResNet
2026.06
6
0.56
1.01
0.17
0.07
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