Image Classification on MNIST (test) (Adversarial Robustness L2/Linf)
99.16Clean AccuracySWEEN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SWEEN2026.05 | 99.16 | 11.18 | 56.28 | |
| RandSmooth2026.05 | 99.12 | 12.2 | 99.82 | |
| CEAR−(GM)Aggregation Strategy=Geometric Median (GM)2026.05 | 99.1 | 9.07 | 50.13 | |
| CEAR(RW)Aggregation Strategy=Robust Weighted Ensemble (RW)2026.05 | 98.29 | 10.6 | 44.6 |