Text-guided image inpainting on MSCOCO with layout masks (test)
0.3422ImageRewardFreeInpaint
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| FreeInpaintFramework=SD3I2025.12 | 0.3422 | 27.1 | 25.14 | 25.13 | 0.0273 | 0.068 | |
| FreeInpaintFramework=SDXLI2025.12 | 0.3191 | 26.89 | 24.66 | 24.89 | -0.0504 | 0.0683 | |
| SD3IFramework=SD3I, Configuration=Base2025.12 | 0.2795 | 26.51 | 24.62 | 24.84 | 0.0093 | 0.1008 | |
| FreeInpaintFramework=BN2025.12 | 0.2782 | 26.02 | 24.69 | 24.8 | 0.0568 | 0.0862 | |
| HDPFramework=BN, Configuration=+HDP2025.12 | 0.2766 | 25.98 | 24.87 | 24.98 | 0.0097 | 0.0876 | |
| BNFramework=BN, Configuration=Base2025.12 | 0.2701 | 26.02 | 24.51 | 24.76 | 0.014 | 0.0867 | |
| FreeInpaintFramework=PPT2025.12 | 0.2671 | 25.79 | 25.09 | 24.91 | 0.0171 | 0.0861 | |
| SDXLIFramework=SDXLI, Configuration=Base2025.12 | 0.2665 | 26.1 | 24.38 | 24.95 | -0.0439 | 0.1802 | |
| HDPFramework=SDI, Configuration=+HDP2025.12 | 0.2601 | 24.43 | 24.53 | 24.36 | -0.0346 | 0.1231 | |
| PPTFramework=PPT, Configuration=Base2025.12 | 0.2593 | 25.52 | 24.67 | 24.72 | -0.0149 | 0.1188 | |
| FreeInpaintFramework=SDI2025.12 | 0.2591 | 25.69 | 24.41 | 24.94 | 0.0112 | 0.0844 | |
| SDIFramework=SDI, Configuration=Base2025.12 | 0.2574 | 25.5 | 24.09 | 24.63 | -0.0206 | 0.1126 | |
| HDPFramework=PPT, Configuration=+HDP2025.12 | 0.2167 | 25.51 | 24.91 | 24.8 | -0.0201 | 0.118 | |
| HDPFramework=SDXLI, Configuration=+HDP2025.12 | 0.181 | 24.22 | 23.73 | 24.54 | -0.0565 | 0.264 | |
| HDPFramework=SD3I, Configuration=+HDP2025.12 | -0.001 | 24.99 | 23.52 | 24.62 | -0.1005 | 0.1072 |