Image Classification on CIFAR10-DVS Binary-grid
81.3AccuracySpResF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SpResFBudget Norm (Bp)=B∞, Perturbation Radius (epsilon)=12026.02 | 81.3 | 100 | |
| SpResFBudget Norm (Bp)=B∞, Perturbation Radius (epsilon)=22026.02 | 81.3 | 100 | |
| SpResFBudget Norm (Bp)=B∞, Perturbation Radius (epsilon)=32026.02 | 81.3 | 100 | |
| SpResFBudget Norm (Bp)=B1, Perturbation Radius (epsilon)=2k2026.02 | 81.3 | 84 | |
| SpResFBudget Norm (Bp)=B1, Perturbation Radius (epsilon)=4k2026.02 | 81.3 | 100 | |
| SpResFBudget Norm (Bp)=B1, Perturbation Radius (epsilon)=8k2026.02 | 81.3 | 100 | |
| SpResFBudget Norm (Bp)=B0, Perturbation Radius (epsilon)=1k2026.02 | 81.3 | 52 | |
| SpResFBudget Norm (Bp)=B0, Perturbation Radius (epsilon)=2k2026.02 | 81.3 | 92 | |
| SpResFBudget Norm (Bp)=B0, Perturbation Radius (epsilon)=4k2026.02 | 81.3 | 100 | |
| ResNet18Budget Norm (Bp)=B∞, Perturbation Radius (epsilon)=12026.02 | 78.3 | 100 | |
| ResNet18Budget Norm (Bp)=B∞, Perturbation Radius (epsilon)=22026.02 | 78.3 | 100 | |
| ResNet18Budget Norm (Bp)=B∞, Perturbation Radius (epsilon)=32026.02 | 78.3 | 100 | |
| ResNet18Budget Norm (Bp)=B1, Perturbation Radius (epsilon)=2k2026.02 | 78.3 | 51 | |
| ResNet18Budget Norm (Bp)=B1, Perturbation Radius (epsilon)=4k2026.02 | 78.3 | 77 | |
| ResNet18Budget Norm (Bp)=B1, Perturbation Radius (epsilon)=8k2026.02 | 78.3 | 97 | |
| ResNet18Budget Norm (Bp)=B0, Perturbation Radius (epsilon)=1k2026.02 | 78.3 | 26 | |
| ResNet18Budget Norm (Bp)=B0, Perturbation Radius (epsilon)=2k2026.02 | 78.3 | 42 | |
| ResNet18Budget Norm (Bp)=B0, Perturbation Radius (epsilon)=4k2026.02 | 78.3 | 80 | |
| VGGSNNBudget Norm (Bp)=B∞, Perturbation Radius (epsilon)=12026.02 | 78.3 | 100 | |
| VGGSNNBudget Norm (Bp)=B∞, Perturbation Radius (epsilon)=22026.02 | 78.3 | 100 | |
| VGGSNNBudget Norm (Bp)=B∞, Perturbation Radius (epsilon)=32026.02 | 78.3 | 100 | |
| VGGSNNBudget Norm (Bp)=B1, Perturbation Radius (epsilon)=2k2026.02 | 78.3 | 47 | |
| VGGSNNBudget Norm (Bp)=B1, Perturbation Radius (epsilon)=4k2026.02 | 78.3 | 72 | |
| VGGSNNBudget Norm (Bp)=B1, Perturbation Radius (epsilon)=8k2026.02 | 78.3 | 98 | |
| VGGSNNBudget Norm (Bp)=B0, Perturbation Radius (epsilon)=1k2026.02 | 78.3 | 25 | |
| VGGSNNBudget Norm (Bp)=B0, Perturbation Radius (epsilon)=2k2026.02 | 78.3 | 46 | |
| VGGSNNBudget Norm (Bp)=B0, Perturbation Radius (epsilon)=4k2026.02 | 78.3 | 73 |