Image Harmonization on S-Adobe5K (test)
20.47MSEUnet + S2AD + pp
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Unet + S2AD + ppInterpolation Method=S2AD, post-processing=true2019.07 | 20.47 | 0.9757 | 33.94 | 0.0195 | |
| Unet + S2ADInterpolation Method=S2AD2019.07 | 21.52 | 0.9743 | 33.67 | 0.0186 | |
| Unet + S2ASCInterpolation Method=S2ASC2019.07 | 21.83 | 0.9711 | 33.31 | 0.021 | |
| pix2pix + S2ASCInterpolation Method=S2ASC2019.07 | 22.67 | 0.9702 | 32.59 | — | |
| Unet2019.07 | 23.18 | 0.9693 | 32.46 | 0.0232 | |
| DIH + S2ASCInterpolation Method=S2ASC2019.07 | 26.96 | 0.9586 | 31.45 | 0.0282 | |
| pix2pix2019.07 | 32.26 | 0.956 | 30.01 | — | |
| DIH2019.07 | 34.71 | 0.9243 | 27.94 | 0.0506 | |
| Original Copy-and-Paste2019.07 | 37.43 | 0.9401 | 26.6 | 0.0501 | |
| BargainNetResolution=256x2562020.09 | 39.94 | — | 35.34 | — | |
| RealismCNNBackbone=VGG162019.07 | 41.29 | 0.9338 | 26.11 | 0.0506 | |
| S2AMResolution=256x2562020.09 | 48.22 | — | 35.34 | — | |
| DoveNet2019.11 | 52.32 | — | 34.34 | — | |
| DoveNetResolution=256x2562020.09 | 52.32 | — | 34.34 | — | |
| S2AM2019.11 | 63.4 | — | 33.77 | — | |
| DIHsemantic segmentation branch=removed2019.11 | 92.65 | — | 32.28 | — | |
| DIHResolution=256x2562020.09 | 92.65 | — | 32.28 | — | |
| Lalonde and Efros2019.11 | 158.9 | — | 29.66 | — | |
| Lalonde and EfrosResolution=256x2562020.09 | 158.9 | — | 29.66 | — | |
| Xue et al.2019.11 | 274.15 | — | 28.79 | — | |
| Xue et al.Resolution=256x2562020.09 | 274.15 | — | 28.79 | — | |
| input composite2019.11 | 345.54 | — | 28.16 | — | |
| Input compositeResolution=256x2562020.09 | 345.54 | — | 28.16 | — | |
| Zhu et al.2019.11 | 414.31 | — | 27.26 | — | |
| Zhu et al.Resolution=256x2562020.09 | 414.31 | — | 27.26 | — |