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Feature Attribution on Pascal VOC (test)
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0.27
AUC-Comp
Geodesic IG (SVI)
0.1556
0.1853
0.215
0.2447
Feb 17, 2025
AUC-Comp
AOC-LO
Updated 4d ago
Evaluation Results
Method
Method
Links
AUC-Comp
AOC-LO
Geodesic IG (SVI)
Time (s/image)=~ 840
2025.02
0.27
1.44
Input X Gradients
Time (s/image)=< 1
2025.02
0.21
1.28
IG
Time (s/image)=~ 1
2025.02
0.21
1.25
Guided IG
Time (s/image)=~ 5
2025.02
0.2
1.18
Occlusion
Time (s/image)=~ 30
2025.02
0.19
1.16
GradientShap
Time (s/image)=~ 2
2025.02
0.18
1.15
Random
2025.02
0.16
0.86
Kernel Shap
Time (s/image)=~ 60
2025.02
0.16
0.94
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