Inpainting on MISATO
0.142LPIPSMAE-FAR
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| MAE-FAR2023.12 | 0.142 | 13.283 | 0.282 | 0.153 | 94 | 43.613 | |
| ASUKA-SDBase Model=SD v1.52023.12 | 0.15 | 11.495 | 0.423 | 0.312 | 95.8 | 47.753 | |
| LaMa2023.12 | 0.155 | 15.436 | 0.26 | 0.135 | 92.8 | 46.27 | |
| SD-IPConditioning=IP-Adapter2023.12 | 0.157 | 12.204 | 0.398 | 0.242 | 95.6 | 62.704 | |
| SD-CAEv2Conditioning=CLIP-style alignment module CAEv22023.12 | 0.157 | 29.179 | 0.193 | 0.045 | 90.1 | 69.89 | |
| SD-LaMaConditioning=inputs LaMa results2023.12 | 0.157 | 12.159 | 0.39 | 0.256 | 95.6 | 62.726 | |
| SD-tokenConditioning=learnable tokens2023.12 | 0.16 | 12.517 | 0.331 | 0.204 | 95.5 | 61.7 | |
| SD-textPrompting=uses 'background' as a prompt2023.12 | 0.164 | 12.603 | 0.337 | 0.207 | 95.2 | 63.776 | |
| SD-T2IConditioning=T2I-Adapter2023.12 | 0.166 | 13.806 | 0.365 | 0.222 | 94.9 | 63.866 | |
| SDPrompting=null-prompt2023.12 | 0.168 | 12.812 | 0.345 | 0.211 | 95.1 | 63.844 | |
| MAT2023.12 | 0.176 | 17.261 | 0.255 | 0.122 | 92.5 | 48.722 | |
| Co-Mod2023.12 | 0.179 | 17.421 | 0.243 | 0.109 | 92.4 | 52.106 | |
| SD-Repaint2023.12 | 0.227 | 27.861 | 0.016 | 0.007 | 91.5 | 80.41 |