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Benchmarks
Explanation Faithfulness on ImageNet
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-0.018
Delta AF
GI
-0.20732
1.07059
2.3485
3.62641
Jun 11, 2024
Delta AF
Updated 1mo ago
Evaluation Results
Method
Method
Links
Delta AF
GI
Backbone=Vim-S
2024.06
-0.018
Random
Backbone=Vim-S
2024.06
-0.001
SmoothGrad
Backbone=Vim-S
2024.06
0.209
IG
Backbone=Vim-S
2024.06
1.217
AttnRoll
Backbone=Vim-S
2024.06
2.427
LRP
Backbone=Vim-S, Rule=L...
2024.06
2.548
MambaAttr
Backbone=Vim-S
2024.06
2.676
MambaLRP
Backbone=Vim-S
2024.06
4.715
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