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Benchmarks
Digit Recognition on N-MNIST Integer-grid
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99.71
Accuracy
VGGSNN
99.1692
99.3096
99.45
99.5904
Feb 3, 2026
Accuracy
Adversarial Success Rate
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
Adversarial Success Rate
VGGSNN
Input Format=Integer-g...
2026.02
99.71
-
ResNet18
Input Format=Integer-g...
2026.02
99.62
-
ConvNet
Input Format=Integer-g...
2026.02
99.19
-
PIL-PGD (Spike-Retiming Attack)
Target Model=ConvNet,...
2026.02
-
100
PIL-PGD (Spike-Retiming Attack)
Target Model=ResNet18,...
2026.02
-
53.9
PIL-PGD (Spike-Retiming Attack)
Target Model=VGGSNN, B...
2026.02
-
46.3
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