Image Classification on USPS (Adversarial Robustness)
92.9Clean AccuracyAdvTrain
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| AdvTrainAdversarial Training=on2026.05 | 92.9 | 10.6 | 25.9 | 13,000 | |
| Sep-Aware2026.05 | 92.8 | 9.7 | 26.2 | 13,000 | |
| AdvTrainAdversarial Training=off2026.05 | 92.4 | 0.3 | 12.6 | 12,000 | |
| Vanilla2026.05 | 92.3 | 0.5 | 21.7 | 6,000 | |
| SelectiveSelective Mechanism=on2026.05 | 92.3 | 2.6 | 24.7 | 12,000 | |
| SelectiveSelective Mechanism=off2026.05 | 92.2 | 3 | 25.4 | 11,000 | |
| Two-Stage Sel.2026.05 | 92.1 | 5.4 | 28.2 | 14,000 |