Image Inpainting on CelebA-HQ (LPIPS only)
0.009LPIPSRePaint
Evaluation Results
| Method | Links | |
|---|---|---|
| RePaintMask Type=Altern. Lines2024.01 | 0.009 | |
| CONPREDIFFMask Type=Narrow2024.01 | 0.022 | |
| CONPREDIFFMask Type=Altern. Lines2024.01 | 0.022 | |
| CONPREDIFFMask Type=Super-Resolve 2x2024.01 | 0.023 | |
| LaMaMask Type=Narrow2024.01 | 0.028 | |
| RePaintMask Type=Narrow2024.01 | 0.028 | |
| RePaintMask Type=Super-Resolve 2x2024.01 | 0.029 | |
| ICTMask Type=Narrow2024.01 | 0.036 | |
| DSIMask Type=Narrow2024.01 | 0.038 | |
| CONPREDIFFMask Type=Wide2024.01 | 0.042 | |
| LaMaMask Type=Wide2024.01 | 0.045 | |
| AOTMask Type=Narrow2024.01 | 0.047 | |
| DSIMask Type=Altern. Lines2024.01 | 0.049 | |
| DeepFillv2Mask Type=Narrow2024.01 | 0.049 | |
| DeepFillv2Mask Type=Altern. Lines2024.01 | 0.049 | |
| RePaintMask Type=Wide2024.01 | 0.059 | |
| ICTMask Type=Wide2024.01 | 0.063 | |
| DeepFillv2Mask Type=Wide2024.01 | 0.066 | |
| DSIMask Type=Wide2024.01 | 0.067 | |
| LaMaMask Type=Altern. Lines2024.01 | 0.083 | |
| AOTMask Type=Wide2024.01 | 0.104 | |
| DeepFillv2Mask Type=Super-Resolve 2x2024.01 | 0.119 | |
| DSIMask Type=Super-Resolve 2x2024.01 | 0.128 | |
| LaMaMask Type=Half2024.01 | 0.138 | |
| CONPREDIFFMask Type=Half2024.01 | 0.139 | |
| RePaintMask Type=Half2024.01 | 0.165 | |
| ICTMask Type=Half2024.01 | 0.166 | |
| LaMaMask Type=Super-Resolve 2x2024.01 | 0.177 | |
| DeepFillv2Mask Type=Half2024.01 | 0.209 | |
| DSIMask Type=Half2024.01 | 0.211 | |
| AOTMask Type=Half2024.01 | 0.287 | |
| CONPREDIFFMask Type=Expand2024.01 | 0.297 | |
| LaMaMask Type=Expand2024.01 | 0.342 | |
| ICTMask Type=Altern. Lines2024.01 | 0.353 | |
| ICTMask Type=Expand2024.01 | 0.432 | |
| RePaintMask Type=Expand2024.01 | 0.435 | |
| DeepFillv2Mask Type=Expand2024.01 | 0.467 | |
| ICTMask Type=Super-Resolve 2x2024.01 | 0.483 | |
| DSIMask Type=Expand2024.01 | 0.487 | |
| AOTMask Type=Expand2024.01 | 0.604 | |
| AOTMask Type=Altern. Lines2024.01 | 0.667 | |
| AOTMask Type=Super-Resolve 2x2024.01 | 0.714 |