Image Generation on Faces
6.57FIDOurs
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Ours#param.=810M, Resolution=512x5122023.12 | 6.57 | 87.5 | |
| Fine-tuning#param.=859M, Resolution=512x5122023.12 | 12.37 | 6.4 | |
| Fine-tuning + LoRA#param.=0.19M, Resolution=512x5122023.12 | 23.76 | 1.3 | |
| OFT#param.=23M, Resolution=512x5122023.12 | 27.5 | 2.9 | |
| w/o 3D ConvResolution=128x1282020.07 | 31 | — | |
| w/o 3D ConvResolution=256x2562020.07 | 33 | — | |
| GRAFResolution=128x1282020.07 | 35 | — | |
| HoloGANResolution=128x1282020.07 | 39 | — | |
| Custom Diffusion#param.=44M, Resolution=512x5122023.12 | 40.98 | 1.6 | |
| GRAFResolution=256x2562020.07 | 49 | — | |
| GRAFResolution=512x5122020.07 | 49 | — | |
| GRAFResolution=256x256, Sampling strategy=sampled2020.07 | 50 | — | |
| w/o 3D ConvResolution=512x5122020.07 | 51 | — | |
| GRAFResolution=512x512, Sampling strategy=sampled2020.07 | 56 | — | |
| HoloGANResolution=256x2562020.07 | 61 | — | |
| GRAFResolution=256x256, Sampling strategy=upsampled2020.07 | 63 | — | |
| Textual Inversion#param.=< 1K, Resolution=512x5122023.12 | 70.62 | 0.3 | |
| GRAFResolution=512x512, Sampling strategy=upsampled2020.07 | 77 | — |