Digit Recognition on N-MNIST Integer-grid
99.71AccuracyVGGSNN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| VGGSNNInput Format=Integer-grid, Attack Status=Clean2026.02 | 99.71 | — | |
| ResNet18Input Format=Integer-grid, Attack Status=Clean2026.02 | 99.62 | — | |
| ConvNetInput Format=Integer-grid, Attack Status=Clean2026.02 | 99.19 | — | |
| PIL-PGD (Spike-Retiming Attack)Target Model=ConvNet, Budget=B_inf, Radius (epsilon)=12026.02 | — | 100 | |
| PIL-PGD (Spike-Retiming Attack)Target Model=ResNet18, Budget=B_1, Radius (epsilon)=5002026.02 | — | 53.9 | |
| PIL-PGD (Spike-Retiming Attack)Target Model=VGGSNN, Budget=B_inf, Radius (epsilon)=12026.02 | — | 46.3 |