Data Augmentation on CIFAR-10
Metric: Percentage error (lower is better)
Metric: Percentage error (lower is better)
| # | Model↕ | Percentage error▲ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Shake-Shake (26 2×96d) (Faster AA) | 2 | No | Faster AutoAugment: Learning Augmentation Strate... | 2019-11-16 | Code |
| 2 | Shake-Shake (26 2×112d) (Faster AA) | 2 | No | Faster AutoAugment: Learning Augmentation Strate... | 2019-11-16 | Code |
| 3 | WideResNet-28-10 (Faster AA) | 2.6 | No | Faster AutoAugment: Learning Augmentation Strate... | 2019-11-16 | Code |
| 4 | Shake-Shake (26 2×32d) (Faster AA) | 2.7 | No | Faster AutoAugment: Learning Augmentation Strate... | 2019-11-16 | Code |
| 5 | WideResNet-40-2 (Faster AA) | 3.7 | No | Faster AutoAugment: Learning Augmentation Strate... | 2019-11-16 | Code |