Image Classification on CIFAR-10 (Clean, C, and PGD Accuracy)
96Clean Top-1 AccuracyFractalDB
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FractalDBBackbone=WideResNet-40-4, Data Augmentation Pipeline=PixMix2026.03 | 96 | 88.1 | 7.8 | |
| Fractal artsBackbone=WideResNet-40-4, Data Augmentation Pipeline=PixMix2026.03 | 95.8 | 89.2 | 18 | |
| BaselineBackbone=WideResNet-40-42026.03 | 95.6 | 73.6 | 8.7 | |
| VisualAtomBackbone=WideResNet-40-4, Data Augmentation Pipeline=PixMix2026.03 | 95.6 | 89.2 | 6.1 | |
| MoireDB (Ours, Static)Backbone=WideResNet-40-4, Data Augmentation Pipeline=PixMix2026.03 | 95.4 | 90.6 | 22.9 | |
| FVisBackbone=WideResNet-40-4, Data Augmentation Pipeline=PixMix2026.03 | 95.2 | 90.5 | 21.4 |