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Benchmarks
Image Classification on SVHN (test) (Clean, PGD, AA, C&W, DF, Speed up)
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93.37
Clean Accuracy
AT
83.9788
86.4169
88.855
91.2931
Apr 7, 2025
Clean Accuracy
PGD Accuracy
AA Accuracy
C&W Accuracy
DF Accuracy
Speed up Factor
Updated 4d ago
Evaluation Results
Method
Method
Links
Clean Accuracy
PGD Accuracy
AA Accuracy
C&W Accuracy
DF Accuracy
Speed up Factor
AT
Sparsity rate (sr)=0%,...
2025.04
93.37
56.27
50.14
58.85
59.8
1
HARP
Sparsity rate (sr)=95%...
2025.04
92.75
55.21
45.95
51.3
47.4
3.19
EED
Sparsity rate (sr)=95%...
2025.04
90.76
52.74
47.19
47.23
46.99
3.3
HYDRA
Sparsity rate (sr)=90%...
2025.04
88.71
52.49
44.12
49.61
45.18
2.43
TwinRep
Sparsity rate (sr)=95%...
2025.04
88.59
50.62
47.16
52.31
47.35
3.37
R-ADMM
Sparsity rate (sr)=90%...
2025.04
84.34
51.91
38.4
49.46
42.87
2.23
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