Image Inpainting on MISATO @512 (test)
0.139LPIPSASUKA-II-FLUX
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| ASUKA-II-FLUXResolution=512x512, Base Model=FLUX2026.01 | 0.139 | 10.681 | 0.383 | 0.241 | — | 48.793 | |
| MAE-FARResolution=512x5122026.01 | 0.142 | 13.283 | 0.282 | 0.153 | — | 43.613 | |
| ASUKA-I-SDResolution=512x512, Base Model=Stable Diffusion2026.01 | 0.15 | 11.495 | 0.423 | 0.312 | — | 47.753 | |
| LaMaResolution=512x5122026.01 | 0.155 | 15.436 | 0.26 | 0.135 | — | 46.27 | |
| FLUX-FillResolution=512x512, Base Model=FLUX2026.01 | 0.156 | 12.17 | 0.353 | 0.194 | — | 69.428 | |
| SD-IPResolution=512x512, Base Model=Stable Diffusion2026.01 | 0.157 | 12.204 | 0.398 | 0.242 | — | 62.704 | |
| SD-CAEv2Resolution=512x512, Base Model=Stable Diffusion2026.01 | 0.157 | 29.179 | 0.193 | 0.045 | — | 69.89 | |
| SD-LaMaResolution=512x512, Base Model=Stable Diffusion2026.01 | 0.157 | 12.159 | 0.39 | 0.256 | — | 62.726 | |
| SD-tokenResolution=512x512, Base Model=Stable Diffusion2026.01 | 0.16 | 12.517 | 0.331 | 0.204 | — | 61.7 | |
| SD-textResolution=512x512, Base Model=Stable Diffusion2026.01 | 0.164 | 12.603 | 0.337 | 0.207 | — | 63.776 | |
| SD-T2IResolution=512x512, Base Model=Stable Diffusion2026.01 | 0.166 | 13.806 | 0.365 | 0.222 | — | 63.866 | |
| SDResolution=512x512, Base Model=Stable Diffusion2026.01 | 0.168 | 12.812 | 0.345 | 0.211 | — | 63.844 | |
| MATResolution=512x5122026.01 | 0.176 | 17.261 | 0.255 | 0.122 | — | 48.722 | |
| Co-ModResolution=512x5122026.01 | 0.179 | 17.421 | 0.243 | 0.109 | — | 52.106 | |
| ASUKA-FLUXDecoder=ASUKA-FLUX2023.12 | 0.206 | 11.372 | 0.428 | 0.327 | 96.2 | 48.635 | |
| SD-RepaintResolution=512x512, Base Model=Stable Diffusion2026.01 | 0.227 | 27.861 | 0.016 | 0.007 | — | 80.41 | |
| FLUXDecoder=FLUX2023.12 | 0.254 | 12.839 | 0.351 | 0.223 | 95.1 | 65.928 |