Image Generation on ImageNet (5% data)
19.15ISBigGAN + ADA + CHAIN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BigGAN + ADA + CHAINMA=true, Number of fake images=50k2024.03 | 19.15 | 16.14 | 15.17 | |
| BigGAN + ADA + CHAINMA=true, Number of fake images=10k2024.03 | 18.17 | 18.77 | — | |
| BigGAN + CHAINMA=false, Number of fake images=50k2024.03 | 17.34 | 21.13 | 19.95 | |
| BigGAN + CHAINMA=false, Number of fake images=10k2024.03 | 16.64 | 23.62 | — | |
| BigGAN + ADA + KDDLGANMA=true, Number of fake images=10k2024.03 | 14.06 | 22.35 | — | |
| BigGAN + MaskedGANMA=true, Number of fake images=10k2024.03 | 12.85 | 35.7 | — | |
| BigGAN + ADAMA=true, Number of fake images=50k2024.03 | 11.56 | 47.56 | 46.25 | |
| BigGAN + ADAMA=true, Number of fake images=10k2024.03 | 11.28 | 50.15 | — | |
| BigGAN + DAMA=true, Number of fake images=50k2024.03 | 9.15 | 68.61 | 66.85 | |
| BigGAN + DAMA=true, Number of fake images=10k2024.03 | 9.01 | 70.86 | — | |
| BigGANMA=false, Number of fake images=10k2024.03 | 6.28 | 93.26 | — | |
| BigGANMA=false, Number of fake images=50k2024.03 | 6.27 | 90.32 | 88.01 |