Image Inpainting on EditBench free-form masks (val)
0.5248ImageRewardFreeInpaint
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| FreeInpaintBackbone=SD3I2025.12 | 0.5248 | 25.7 | 26.98 | 28.31 | -0.0694 | 0.2057 | |
| FreeInpaintBackbone=BN2025.12 | 0.5006 | 25.64 | 27.81 | 28.28 | -0.0878 | 0.2005 | |
| HD-PainterBackbone=BN2025.12 | 0.3836 | 25.2 | 27.08 | 27.69 | -0.2124 | 0.2135 | |
| FreeInpaintBackbone=SDXLI2025.12 | 0.3455 | 25.14 | 26.62 | 28.29 | -0.1888 | 0.2087 | |
| SD3IBackbone=SD3I, Configuration=Base2025.12 | 0.2993 | 25.48 | 26.26 | 27.43 | -0.217 | 0.2155 | |
| BNBackbone=BN, Configuration=Base2025.12 | 0.2729 | 25.34 | 26.45 | 27.18 | -0.1791 | 0.1947 | |
| FreeInpaintBackbone=PPT2025.12 | 0.2361 | 23.94 | 25.69 | 27.52 | -0.1262 | 0.2116 | |
| SDXLIBackbone=SDXLI, Configuration=Base2025.12 | 0.2318 | 25.1 | 25.87 | 27.93 | -0.2792 | 0.2826 | |
| FreeInpaintBackbone=SDI2025.12 | 0.1753 | 23.65 | 25.92 | 27.59 | -0.0595 | 0.2011 | |
| HD-PainterBackbone=SDXLI2025.12 | 0.1543 | 24.34 | 26.62 | 28.38 | -0.3463 | 0.3206 | |
| PPTBackbone=PPT, Configuration=Base2025.12 | 0.0842 | 23.72 | 25.12 | 26.47 | -0.2133 | 0.2244 | |
| HD-PainterBackbone=PPT2025.12 | 0.0554 | 23.3 | 25.51 | 26.58 | -0.2445 | 0.2436 | |
| HD-PainterBackbone=SDI2025.12 | -0.011 | 22.99 | 26.09 | 26.85 | -0.3075 | 0.2419 | |
| SDIBackbone=SDI, Configuration=Base2025.12 | -0.1341 | 23.36 | 23.9 | 26.13 | -0.1732 | 0.2073 | |
| HD-PainterBackbone=SD3I2025.12 | -0.502 | 21.56 | 22.83 | 25.36 | -0.2988 | 0.2516 |