Scene Generation on COCO-Stuff (val)
35.6FIDIC-GAN (BigGAN, transf.)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| IC-GAN (BigGAN, transf.)# prms.=77 M, Resolution=128x1282021.09 | 35.6 | 0.69 | |
| IC-GAN (StyleGAN2)# prms.=24 M, Resolution=128x1282021.09 | 36.2 | 0.67 | |
| Unconditional (StyleGAN2)# prms.=23 M, Resolution=128x1282021.09 | 37.8 | 0.68 | |
| LostGANv2# prms.=41 M, Resolution=128x1282021.09 | 40.7 | 0.45 | |
| IC-GAN (BigGAN, transf.)# prms.=90 M, Resolution=256x2562021.09 | 40.9 | 0.76 | |
| IC-GAN (StyleGAN2)# prms.=25 M, Resolution=256x2562021.09 | 41.4 | 0.74 | |
| Unconditional (StyleGAN2)# prms.=23 M, Resolution=256x2562021.09 | 44.6 | 0.76 | |
| IC-GAN (BigGAN)# prms.=22 M, Resolution=128x1282021.09 | 44.9 | 0.67 | |
| OC-GAN# prms.=170 M, Resolution=128x1282021.09 | 45.1 | 0.13 | |
| Unconditional (BigGAN)# prms.=18 M, Resolution=128x1282021.09 | 46.9 | 0.68 | |
| LostGANv2# prms.=46 M, Resolution=256x2562021.09 | 47.6 | 0.56 | |
| IC-GAN (BigGAN)# prms.=26 M, Resolution=256x2562021.09 | 53.1 | 0.73 | |
| OC-GAN# prms.=190 M, Resolution=256x2562021.09 | 57 | 0.21 | |
| Unconditional (BigGAN)# prms.=21 M, Resolution=256x2562021.09 | 81.6 | 0.77 |