Image Generation on LSUN long-tailed (test)
20.18FIDBigGAN + gSR
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| BigGAN + gSRImbalance Ratio=100, Resolution=64x64, DiffAugment=true, LeCam=true2022.08 | 20.18 | 3.67 | |
| BigGAN + gSRImbalance Ratio=1000, Resolution=64x64, DiffAugment=true, LeCam=true2022.08 | 24.93 | 3.68 | |
| SNGAN + gSRImbalance Ratio=100, Resolution=64x64, DiffAugment=true, LeCam=true2022.08 | 28.84 | 3.5 | |
| SNGAN + gSRImbalance Ratio=1000, Resolution=64x64, DiffAugment=true, LeCam=true2022.08 | 35.76 | 3.56 | |
| CBGANImbalance Ratio=100, Resolution=64x64, DiffAugment=false, LeCam=false2022.08 | 37.41 | 2.82 | |
| LSGANImbalance Ratio=100, Resolution=64x64, DiffAugment=true, LeCam=true2022.08 | 37.64 | 3.12 | |
| SNGANImbalance Ratio=100, Resolution=64x64, DiffAugment=true, LeCam=true2022.08 | 38.17 | 3.02 | |
| SNGANImbalance Ratio=1000, Resolution=64x64, DiffAugment=true, LeCam=true2022.08 | 38.36 | 2.99 | |
| BigGANImbalance Ratio=100, Resolution=64x64, DiffAugment=true, LeCam=true2022.08 | 38.65 | 4.02 | |
| LSGANImbalance Ratio=1000, Resolution=64x64, DiffAugment=true, LeCam=true2022.08 | 41.5 | 2.74 | |
| CBGANImbalance Ratio=1000, Resolution=64x64, DiffAugment=false, LeCam=false2022.08 | 44.7 | 2.77 | |
| BigGANImbalance Ratio=1000, Resolution=64x64, DiffAugment=true, LeCam=true2022.08 | 45.89 | 3.25 |