Image Generation on FFHQ 256 (FID, Precision, Recall, MSE, LPIPS)
4.5FIDTeacher (StyleGAN2)
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Teacher (StyleGAN2)Param.=30.0M, FLOPs=45.1B2024.03 | 4.5 | 0.603 | 0.482 | 0.0292 | 0.2065 | |
| DCP-GANParam.=5.6M, FLOPs=4.1B2024.03 | 6.35 | 0.706 | 0.339 | 0.0293 | 0.2082 | |
| DCP-GANParam.=5.6M, FLOPs=4.1B, truncation parameter (psi)=0.952024.03 | 6.86 | 0.732 | 0.312 | — | — | |
| StyleKDParam.=5.6M, FLOPs=4.1B2024.03 | 7.25 | — | — | — | — | |
| CAGAN*Param.=5.6M, FLOPs=4.1B2024.03 | 7.41 | 0.713 | 0.309 | 0.0301 | 0.2113 | |
| StyleKD*Param.=5.6M, FLOPs=4.1B2024.03 | 7.47 | 0.71 | 0.306 | 0.0307 | 0.2101 | |
| CAGANParam.=5.6M, FLOPs=4.1B2024.03 | 7.9 | 0.703 | 0.295 | 0.0316 | 0.2141 | |
| ScratchParam.=5.6M, FLOPs=4.1B2024.03 | 9.79 | — | — | — | — | |
| GSParam.=N/A, FLOPs=5.0B2024.03 | 12.4 | — | — | — | — |