Image Harmonization on iHarmony4 HFlickr
40.7MSELEMART
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LEMART2022.11 | 40.7 | 35.3 | — | |
| HDNetParameters=10.41MB2022.11 | 47.39 | 35.81 | — | |
| SCS-Co2022.11 | 55.83 | 34.22 | — | |
| SCS-Co2023.05 | 55.83 | 34.22 | 393.72 | |
| GKNet2023.05 | 57.58 | 34.45 | 372.9 | |
| HDNet-liteParameters=0.65MB2022.11 | 63.55 | 34.3 | — | |
| DCCF2022.11 | 64.77 | 33.6 | — | |
| HarmonizerResolution=256x2562022.07 | 64.81 | 33.63 | 434.06 | |
| HarmonizerParameters=21.70MB2022.11 | 64.81 | 33.63 | — | |
| Harmonizer2023.05 | 64.81 | 33.63 | 434.06 | |
| DCCF2023.05 | 66.2 | 33.72 | 440.84 | |
| CDTNet2022.11 | 68.61 | 33.55 | — | |
| SP-IC cycleParameters=66.70MB2022.11 | 68.85 | 33.88 | — | |
| iS2AMParameters=66.70MB2022.11 | 69.43 | 33.65 | — | |
| iDIH-HRNet2023.05 | 69.67 | 33.13 | 443.65 | |
| D-HTParameters=27.00MB2022.11 | 74.51 | 33.13 | — | |
| D-HT2023.05 | 74.51 | 33.13 | 515.45 | |
| IHTResolution=256x2562022.07 | 88.41 | 32.37 | 617.26 | |
| BargainNetResolution=256x2562020.09 | 97.32 | 31.34 | — | |
| BargainNet# Param.=58.74M2021.09 | 97.32 | 31.34 | — | |
| BARGResolution=256x2562022.07 | 97.32 | 31.34 | 769.02 | |
| BargainNetParameters=58.74MB2022.11 | 97.32 | 31.34 | — | |
| S2CRNet-VGG16# Param.=15.14M, Backbone=VGG162021.09 | 98.73 | 32.48 | — | |
| S2CRNet-VGGParameters=15.14MB2022.11 | 98.73 | 32.48 | — | |
| IIH# Param.=40.86M2021.09 | 105.13 | 31.34 | — | |
| IntrIHResolution=256x2562022.07 | 105.13 | 31.34 | 716.6 | |
| IntrinsicParameters=40.86MB2022.11 | 105.13 | 31.34 | — | |
| IIH2023.05 | 105.13 | 31.34 | 716.6 | |
| RainNetParameters=54.75MB2022.11 | 110.59 | 31.64 | — | |
| RAINNet2023.05 | 110.59 | 31.64 | 688.4 | |
| S2CRNet-SqueezeNet# Param.=0.95M, Backbone=SqueezeNet2021.09 | 115.46 | 31.63 | — | |
| S2CRNet-SNParameters=0.95MB2022.11 | 115.46 | 31.63 | — | |
| RainNet# Param.=54.75M2021.09 | 117.59 | 31.33 | — | |
| S2AMResolution=256x2562020.09 | 124.53 | 31 | — | |
| S2AM# Param.=66.70M2021.09 | 124.53 | 31 | — | |
| DoveNetResolution=256x2562020.09 | 133.14 | 30.21 | — | |
| DoveNet# Param.=54.76M2021.09 | 133.14 | 30.21 | — | |
| DoveNetParameters=54.76MB2022.11 | 133.14 | 30.21 | — | |
| DoveNet2023.05 | 133.14 | 30.21 | 827.03 | |
| S2AMResolution=256x2562022.07 | 143.45 | 30.03 | 785.65 | |
| S2AMParameters=66.70MB2022.11 | 143.45 | 30.03 | — | |
| S2AM2023.05 | 143.45 | 30.03 | 785.65 | |
| DOVEResolution=256x2562022.07 | 145.21 | 29.75 | 985.79 | |
| DIHResolution=256x2562020.09 | 163.38 | 29.55 | — | |
| DIH# Param.=41.76M2021.09 | 163.38 | 29.55 | — | |
| DIHResolution=256x2562022.07 | 163.38 | 29.55 | 1,099.13 | |
| DIHParameters=41.76MB2022.11 | 163.38 | 29.55 | — | |
| DIH2023.05 | 163.38 | 29.55 | 1,099.13 | |
| Xue et al.Resolution=256x2562020.09 | 249.54 | 28.32 | — | |
| Xue et al.2021.09 | 249.54 | 28.32 | — | |
| Input Composition2021.09 | 260.98 | 28.35 | — | |
| Input compositeResolution=256x2562020.09 | 264.35 | 28.32 | — | |
| Composite2022.11 | 264.35 | 28.32 | — | |
| Composite2023.05 | 264.35 | 28.32 | 1,574.37 | |
| Zhu et al.Resolution=256x2562020.09 | 315.42 | 27.52 | — | |
| Zhu et al.2021.09 | 315.42 | 27.52 | — | |
| Lalonde and EfrosResolution=256x2562020.09 | 329.87 | 26.43 | — | |
| Lalonde & Efros2021.09 | 329.87 | 26.43 | — |