cifar10-stf-1m.npz: Generated by the checkpoint provided by the official repo of STF.
cifar100-stf-1m.npz: Generated by the checkpoint trained on CIFAR-100 with configurations consistent with CIFAR-10 training settings.
cifar10-edm-1m.npz is provided by the repo DM-Improves-AT.
cifar10-5k-train.npz: For each class in CIFAR-10, 500 random images were sampled to construct a dataset of 1/10 the size of CIFAR-10, resulting in a total of 5000 images for data-scarce scenarios.
cifar10-5k-500k-stf.npz: Generated by the checkpoint trained on, with configurations consistent with CIFAR-10 training settings.
| Train Dataset | Generative Model | Generated dataset | FID |
|---|---|---|---|
| CIFAR-10 | STF | cifar10-stf-1m.npz | 1.94 |
| CIFAR-10 | EDM | cifar10-edm-1m.npz | 1.96 |
| 1/10 size of CIFAR-10 | STF | cifar10-5k-500k-stf.npz | 18.27 |
| CIFAR-100 | STF | cifar100-stf-1m.npz | 3.14 |