Low-shot Image Generation on Obama, Grumpy cat, Panda 100-shot
33.16FID (Obama)StyleGAN2 + DA + RLC
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| StyleGAN2 + DA + RLCPre-training?=false2021.04 | 33.16 | 24.93 | 10.16 | |
| TransferGAN +DAPre-training?=true2021.04 | 35.75 | 29.32 | 14.5 | |
| TransferGAN +DAPre-training?=true2021.04 | 39.85 | 29.77 | 17.12 | |
| FreezeDPre-training?=true2021.04 | 41.87 | 31.22 | 17.95 | |
| StyleGAN2 + DAPre-training?=false2021.04 | 47.09 | 27.21 | 12.13 | |
| TransferGANPre-training?=true2021.04 | 48.73 | 34.06 | 23.2 | |
| MineGANPre-training?=true2021.04 | 50.63 | 34.54 | 14.84 | |
| Scale/shiftPre-training?=true2021.04 | 50.72 | 34.2 | 21.38 | |
| StyleGAN2Pre-training?=false2021.04 | 80.45 | 48.63 | 34.07 |