Action Recognition on DVS-Gesture Binary-grid
95.14AccuracyResNet18
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ResNet18Budget Norm (Bp)=B∞, Perturbation Radius (epsilon)=12026.02 | 95.14 | 98.9 | |
| ResNet18Budget Norm (Bp)=B∞, Perturbation Radius (epsilon)=22026.02 | 95.14 | 100 | |
| ResNet18Budget Norm (Bp)=B∞, Perturbation Radius (epsilon)=32026.02 | 95.14 | 100 | |
| ResNet18Budget Norm (Bp)=B1, Perturbation Radius (epsilon)=2k2026.02 | 95.14 | 52.6 | |
| ResNet18Budget Norm (Bp)=B1, Perturbation Radius (epsilon)=4k2026.02 | 95.14 | 84.7 | |
| ResNet18Budget Norm (Bp)=B1, Perturbation Radius (epsilon)=8k2026.02 | 95.14 | 99.6 | |
| ResNet18Budget Norm (Bp)=B0, Perturbation Radius (epsilon)=1k2026.02 | 95.14 | 27.7 | |
| ResNet18Budget Norm (Bp)=B0, Perturbation Radius (epsilon)=2k2026.02 | 95.14 | 67.9 | |
| ResNet18Budget Norm (Bp)=B0, Perturbation Radius (epsilon)=4k2026.02 | 95.14 | 98.5 | |
| VGGSNNBudget Norm (Bp)=B∞, Perturbation Radius (epsilon)=12026.02 | 95.14 | 96.4 | |
| VGGSNNBudget Norm (Bp)=B∞, Perturbation Radius (epsilon)=22026.02 | 95.14 | 100 | |
| VGGSNNBudget Norm (Bp)=B∞, Perturbation Radius (epsilon)=32026.02 | 95.14 | 100 | |
| VGGSNNBudget Norm (Bp)=B1, Perturbation Radius (epsilon)=2k2026.02 | 95.14 | 53.3 | |
| VGGSNNBudget Norm (Bp)=B1, Perturbation Radius (epsilon)=4k2026.02 | 95.14 | 89.8 | |
| VGGSNNBudget Norm (Bp)=B1, Perturbation Radius (epsilon)=8k2026.02 | 95.14 | 98.5 | |
| VGGSNNBudget Norm (Bp)=B0, Perturbation Radius (epsilon)=1k2026.02 | 95.14 | 55.8 | |
| VGGSNNBudget Norm (Bp)=B0, Perturbation Radius (epsilon)=2k2026.02 | 95.14 | 87.2 | |
| VGGSNNBudget Norm (Bp)=B0, Perturbation Radius (epsilon)=4k2026.02 | 95.14 | 98.9 | |
| SpResFBudget Norm (Bp)=B∞, Perturbation Radius (epsilon)=12026.02 | 91.67 | 92.1 | |
| SpResFBudget Norm (Bp)=B∞, Perturbation Radius (epsilon)=22026.02 | 91.67 | 96.1 | |
| SpResFBudget Norm (Bp)=B∞, Perturbation Radius (epsilon)=32026.02 | 91.67 | 100 | |
| SpResFBudget Norm (Bp)=B1, Perturbation Radius (epsilon)=2k2026.02 | 91.67 | 64.4 | |
| SpResFBudget Norm (Bp)=B1, Perturbation Radius (epsilon)=4k2026.02 | 91.67 | 87.3 | |
| SpResFBudget Norm (Bp)=B1, Perturbation Radius (epsilon)=8k2026.02 | 91.67 | 98.4 | |
| SpResFBudget Norm (Bp)=B0, Perturbation Radius (epsilon)=1k2026.02 | 91.67 | 43.8 | |
| SpResFBudget Norm (Bp)=B0, Perturbation Radius (epsilon)=2k2026.02 | 91.67 | 90.9 | |
| SpResFBudget Norm (Bp)=B0, Perturbation Radius (epsilon)=4k2026.02 | 91.67 | 99.2 |