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Image Classification on CIFAR-10 (Representation Probing Evaluation)
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1.336
TDI@0
PGD-4/255†
0.88672
1.00336
1.12
1.23664
Apr 23, 2026
TDI@0
Frobenius Norm (Jac)
L6@0
Probe Retention @0.1
Probe Retention @0.2
Updated 1mo ago
Evaluation Results
Method
Method
Links
TDI@0
Frobenius Norm (Jac)
L6@0
Probe Retention @0.1
Probe Retention @0.2
PGD-4/255†
Backbone=ViT, epsilon=...
2026.04
1.336
2.91
67.3
94.8
86
VAT
Backbone=ViT, Descript...
2026.04
1.276
5.01
78.75
85.8
71
B0 (ERM)
Backbone=ViT, Descript...
2026.04
1.093
34.58
68.2
76.8
52
E1_no_pmh
Backbone=ViT, Descript...
2026.04
1.074
13.09
78.65
93.7
86
E1 (PMH)
Backbone=ViT, sigma=0....
2026.04
0.904
8.08
79.55
91.6
83
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