Image Generation on Tiny-ImageNet (train)
2.35Inception ScoreBigGAN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| BigGAN2021.11 | 2.35 | 4.48 | 0.014 | 0.068 | |
| BigGANAugmentation=DiffAug2021.11 | 0.87 | 0.81 | 0.001 | 0.002 | |
| ContraGANAugmentation=DiffAug2021.11 | 0.78 | 0.31 | 0.002 | 0.001 | |
| SAGAN2021.11 | 0.52 | 6.97 | 0.056 | 0.034 | |
| BigGANRegularization=CR2021.11 | 0.47 | 0.15 | 0.002 | 0.002 | |
| ContraGANRegularization=CR2021.11 | 0.41 | 0.46 | 0.001 | 0.001 | |
| ContraGAN2021.11 | 0.34 | 0.57 | 0.001 | 0.011 | |
| SNGAN2021.11 | 0.16 | 0.84 | 0.009 | 0.022 | |
| ReACGANRegularization=CR2021.11 | 0.16 | 0.82 | 0.001 | 0.005 | |
| ACGAN2021.11 | 0.12 | 8.04 | 0.021 | 0.048 | |
| ReACGANAugmentation=DiffAug2021.11 | 0.12 | 0.14 | 0.002 | 0.001 | |
| ReACGAN2021.11 | 0.07 | 0.56 | 0.003 | 0.009 |