Image Generation on CIFAR-10 (Inception Score, FID, F8, F1/8)
7.76FIDDDPM
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DDPM2021.11 | 7.76 | 9.03 | 98 | 99 | |
| NCSN2021.11 | 25.32 | 8.87 | — | — | |
| EBM-BB2021.11 | 28.63 | 7.45 | 93 | 95 | |
| WGAN-0GP2021.11 | 29.31 | 7.24 | 92 | 95 | |
| CoopNets (2021a)2021.11 | 33.61 | — | — | — | |
| MEG2021.11 | 34.55 | 6.62 | 88 | 92 | |
| EBM-0GP2021.11 | 35.42 | 6.9 | 90 | 93 | |
| EBM-VAE2021.11 | 36.2 | 6.65 | — | — | |
| CoopNets (2018a)2021.11 | 36.4 | 6.55 | — | — | |
| IGEBM2021.11 | 38.2 | 6.78 | — | — | |
| DCGAN2021.11 | 49.03 | 6.64 | 79.5 | 83 | |
| VERA2021.11 | 66.38 | 5.06 | 58 | 79 |