Image Generation on ImageNet ILSVRC 128x128 2012 (test)
5.7FIDBigGAN-deep
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| BigGAN-deepResolution=128x128, Truncation Setting=None2018.09 | 5.7 | 124.5 | |
| BigGAN-deepResolution=128x128, Truncation Setting=Min FID2018.09 | 6.3 | 148.1 | |
| BigGAN-deepResolution=128x128, Truncation Setting=Valid IS2018.09 | 7.4 | 166.5 | |
| BigGANResolution=128x128, Truncation Setting=Min FID2018.09 | 7.7 | 126.5 | |
| BigGANResolution=128x128, Truncation Setting=None2018.09 | 8.7 | 98.8 | |
| BigGANResolution=128x128, Truncation Setting=Valid IS2018.09 | 9.6 | 166.3 | |
| SA-GANResolution=128x128, Truncation Setting=None2018.09 | 18.65 | 52.52 | |
| PGMGANResolution=128x128, Supervision=unsupervised2021.04 | 21.73 | 23.31 | |
| BigGANResolution=128x128, Truncation Setting=Max IS2018.09 | 25 | 206 | |
| BigGAN-deepResolution=128x128, Truncation Setting=Max IS2018.09 | 25 | 253 | |
| SN-GANResolution=128x128, Truncation Setting=None2018.09 | 27.62 | 36.8 | |
| Self-Cond-GANResolution=128x128, Supervision=unsupervised2021.04 | 40.3 | 15.82 | |
| Logo-GAN-AEResolution=128x128, Supervision=unsupervised2021.04 | 50.9 | 14.44 | |
| RotNet Feature ClusteringResolution=128x128, Supervision=unsupervised2021.04 | 53.75 | 13.76 | |
| GANResolution=128x128, Supervision=unsupervised2021.04 | 54.17 | 14.01 | |
| PacGAN2Resolution=128x128, Supervision=unsupervised2021.04 | 57.51 | 13.5 | |
| MGANResolution=128x128, Supervision=unsupervised2021.04 | 58.88 | 13.22 | |
| PacGAN3Resolution=128x128, Supervision=unsupervised2021.04 | 66.97 | 12.34 |