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Feature Attribution on MS-CXR image (test)
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0.0055
Confidence Drop (%)
M2IB (Ours)
0.004144
0.013297
0.02245
0.031603
Dec 28, 2023
Confidence Drop (%)
Confidence Increase (%)
% ROAR+
Localization (%)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Confidence Drop (%)
Confidence Increase (%)
% ROAR+
Localization (%)
M2IB (Ours)
2023.12
0.0055
0.4592
0.387
0.2259
Saliency
2023.12
0.0081
0.3508
0.2546
0.216
Chefer et al.
2023.12
0.0187
0.2144
0.2442
0.2165
KS
2023.12
0.0237
0.1024
0.1267
0.0777
GradCAM
2023.12
0.0276
0.1264
0.0556
-
RISE
2023.12
0.0394
0.0728
0.1679
0.1097
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