Low-shot Image Generation on AnimalFace Cat, Dog
31.18FID (Cat)StyleGAN2 + DA + RLC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| StyleGAN2 + DA + RLCPre-training?=false2021.04 | 31.18 | 54.88 | |
| StyleGAN2 + DAPre-training?=false2021.04 | 42.4 | 58.47 | |
| TransferGAN +DAPre-training?=true2021.04 | 46.07 | 61.03 | |
| FreezeDPre-training?=true2021.04 | 47.7 | 70.46 | |
| TransferGAN +DAPre-training?=true2021.04 | 49.1 | 65.57 | |
| TransferGANPre-training?=true2021.04 | 52.61 | 82.38 | |
| MineGANPre-training?=true2021.04 | 54.45 | 93.03 | |
| Scale/shiftPre-training?=true2021.04 | 54.83 | 83.04 | |
| StyleGAN2Pre-training?=false2021.04 | 69.84 | 129.9 |