Image Classification on Fashion-MNIST (Adversarial & Robustness Metrics)
82.9Clean AccuracySep-Aware
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Sep-Aware2026.05 | 82.9 | 20.5 | 34.7 | 111 | |
| AdvTrainAdversarial Training=on2026.05 | 82.8 | 20.7 | 34 | 111 | |
| SelectiveSelective Mechanism=off2026.05 | 82.4 | 15.3 | 35.1 | 101 | |
| Two-Stage Sel.2026.05 | 82.4 | 23 | 41.3 | 121 | |
| AdvTrainAdversarial Training=off2026.05 | 82.2 | 1.1 | 14.9 | 109 | |
| SelectiveSelective Mechanism=on2026.05 | 81.1 | 17 | 34.8 | 101 | |
| Vanilla2026.05 | 80.7 | 0.9 | 24.4 | 57 |