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Explainable AI Evaluation on Gaussian Linear (test)
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Scaled Infidelity
LIME
-0.2392
1.3754
2.99
4.6046
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
LIME
Backbone=TabResNet
2026.06
0
79
100
8
89
LFR-IMN
Backbone=TabResNet
2026.06
0
80
100
10
89
IMN
Backbone=TabResNet
2026.06
0.02
78
100
8
88
SHAP
Backbone=TabResNet
2026.06
0.09
79
100
9
88
Random
Backbone=TabResNet
2026.06
5.98
58
67
12
7
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