Image Harmonization on iHarmony4 Hday2night
31.97MSEHDNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| HDNetParameters=10.41MB2022.11 | 31.97 | 38.85 | — | |
| HDNet-liteParameters=0.65MB2022.11 | 32.73 | 38.36 | — | |
| HarmonizerParameters=21.70MB2022.11 | 33.14 | 37.56 | — | |
| Harmonizer2023.05 | 33.14 | 37.56 | 542.07 | |
| CDTNet2022.11 | 36.72 | 37.95 | — | |
| iS2AMParameters=66.70MB2022.11 | 40.39 | 37.87 | — | |
| iDIH-HRNet2023.05 | 40.59 | 37.72 | 590.97 | |
| SP-IC cycleParameters=66.70MB2022.11 | 41.32 | 37.9 | — | |
| SCS-Co2022.11 | 41.75 | 37.83 | — | |
| SCS-Co2023.05 | 41.75 | 37.83 | 606.8 | |
| LEMART2022.11 | 42.3 | 38.1 | — | |
| GKNet2023.05 | 42.76 | 38.47 | 546.06 | |
| RainNet# Param.=54.75M2021.09 | 47.24 | 36.12 | — | |
| S2AMResolution=256x2562020.09 | 48.78 | 35.6 | — | |
| S2AM# Param.=66.70M2021.09 | 48.78 | 35.6 | — | |
| S2AM2023.05 | 50.87 | 35.69 | 835.06 | |
| BargainNetResolution=256x2562020.09 | 50.98 | 35.67 | — | |
| BargainNet# Param.=58.74M2021.09 | 50.98 | 35.67 | — | |
| BargainNetParameters=58.74MB2022.11 | 50.98 | 35.67 | — | |
| DCCF2023.05 | 51.4 | 38.18 | 629.67 | |
| S2CRNet-VGG16# Param.=15.14M, Backbone=VGG162021.09 | 51.67 | 36.81 | — | |
| S2CRNet-VGGParameters=15.14MB2022.11 | 51.67 | 36.81 | — | |
| DoveNetParameters=54.76MB2022.11 | 51.95 | 35.27 | — | |
| DoveNet2023.05 | 51.95 | 35.27 | 1,075.71 | |
| D-HTParameters=27.00MB2022.11 | 53.01 | 37.1 | — | |
| D-HT2023.05 | 53.01 | 37.1 | 704.42 | |
| S2CRNet-SqueezeNet# Param.=0.95M, Backbone=SqueezeNet2021.09 | 53.33 | 36.28 | — | |
| S2CRNet-SNParameters=0.95MB2022.11 | 53.33 | 36.28 | — | |
| DoveNetResolution=256x2562020.09 | 54.05 | 35.18 | — | |
| DoveNet# Param.=54.76M2021.09 | 54.05 | 35.18 | — | |
| IIH# Param.=40.86M2021.09 | 55.53 | 35.96 | — | |
| IntrinsicParameters=40.86MB2022.11 | 55.53 | 35.96 | — | |
| IIH2023.05 | 55.53 | 35.96 | 797.04 | |
| DCCF2022.11 | 55.76 | 37.4 | — | |
| RainNetParameters=54.75MB2022.11 | 57.4 | 34.83 | — | |
| RAINNet2023.05 | 57.4 | 34.83 | 916.48 | |
| S2AMParameters=66.70MB2022.11 | 76.61 | 34.5 | — | |
| DIHResolution=256x2562020.09 | 82.34 | 34.62 | — | |
| DIH# Param.=41.76M2021.09 | 82.34 | 34.62 | — | |
| DIHParameters=41.76MB2022.11 | 82.34 | 34.62 | — | |
| DIH2023.05 | 82.34 | 34.62 | 1,129.4 | |
| Input Composition2021.09 | 107.95 | 34.01 | — | |
| Input compositeResolution=256x2562020.09 | 109.65 | 34.01 | — | |
| Composite2022.11 | 109.65 | 34.01 | — | |
| Composite2023.05 | 109.65 | 34.01 | 1,409.98 | |
| Zhu et al.Resolution=256x2562020.09 | 136.71 | 32.32 | — | |
| Zhu et al.2021.09 | 136.71 | 32.32 | — | |
| Xue et al.Resolution=256x2562020.09 | 190.51 | 31.24 | — | |
| Xue et al.2021.09 | 190.51 | 31.24 | — | |
| Lalonde and EfrosResolution=256x2562020.09 | 199.93 | 29.8 | — | |
| Lalonde & Efros2021.09 | 199.93 | 29.8 | — |