Image Classification on FMNIST (test) (Epsilon-Weighted Accuracy)
85.28Accuracy (epsilon=1)TP-TopK
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TP-TopKCategory=Ours2026.06 | 85.28 | 88.88 | 89.88 | |
| H-CNN + RSCategory=Random2026.06 | 85.01 | 88.8 | 89.8 | |
| DP-SGDCategory=Baseline2026.06 | 84.06 | 88.51 | 89.77 | |
| AUTO-SCategory=Adaptive clipping2026.06 | 83.35 | 86.36 | 88.68 | |
| SA-DP-SGDCategory=Adaptive clipping2026.06 | 82.08 | 84.89 | 88.67 |