Image Generation on CIFAR-10 conditional
67.7PrecisionPairing-GAN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Pairing-GANData Augmentation=None, Training Images=8M, Conditionality=conditional2026.04 | 67.7 | 42.3 | 73.1 | 8.597 | |
| StyleGAN2Data Augmentation=None, Training Images=8M, Conditionality=conditional2026.04 | 67.3 | 42.5 | 63.7 | 9.219 | |
| MS-GAN (+R1)Data Augmentation=None, Training Images=8M, Conditionality=conditional2026.04 | 66.4 | 27.6 | 46 | 16.54 | |
| time embeddingTime Conditioning=time embedding2026.04 | 0.729 | 0.522 | — | 4.58 | |
| t_orthoTime Conditioning=t_ortho2026.04 | 0.713 | 0.507 | — | 6.57 | |
| Late-expansion VPTime Conditioning=Late-expansion VP2026.04 | 0.689 | 0.462 | — | 7.46 | |
| Uniform-radial VPTime Conditioning=Uniform-radial VP2026.04 | 0.674 | 0.495 | — | 7.59 | |
| NoneTime Conditioning=None2026.04 | 0.4115 | 0.555 | — | 71.25 |