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Attribution Quality Evaluation on TITAN one-step t+1 (test)
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0.871
Sparsity (Gini)
VarGrad
0.31876
0.46213
0.6055
0.74887
Apr 24, 2026
Sparsity (Gini)
Faithfulness (ROAD)
LLE (L2)
LLE (Cosine)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Sparsity (Gini)
Faithfulness (ROAD)
LLE (L2)
LLE (Cosine)
VarGrad
2026.04
0.871
0.809
0.024
2.3
WGBary×Grad
2026.04
0.849
0.8
0.045
3.6
IntegratedGrad
2026.04
0.628
0.81
0.08
2.9
BaseGrad
2026.04
0.547
0.772
0.068
3.5
SmoothGrad
2026.04
0.539
0.809
0.046
2.1
WGBary
2026.04
0.34
0.815
0.023
0.1
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