Image Harmonization on iHarmony4
16.55MSEHDNet
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| HDNetParameters=10.41MB2022.11 | 16.55 | 40.46 | — | — | |
| LEMART2022.11 | 16.8 | 39.8 | — | — | |
| SCS-Co2022.11 | 21.33 | 38.75 | — | — | |
| SP-IC cycleParameters=66.70MB2022.11 | 22.47 | 38.81 | — | — | |
| CDTNetPerformance Resolution=256x256, Inference Resolution=Full HD, GPU=Nvidia RTX30902023.03 | 23.75 | 38.23 | 0.023 | — | |
| CDTNet2022.11 | 23.75 | 38.23 | — | — | |
| iS2AMParameters=66.70MB2022.11 | 24.13 | 38.41 | — | — | |
| HarmonizerPerformance Resolution=256x256, Inference Resolution=Full HD, GPU=Nvidia RTX30902023.03 | 24.26 | 37.84 | 0.017 | — | |
| HarmonizerParameters=21.70MB2022.11 | 24.26 | 37.84 | — | — | |
| DNCMPerformance Resolution=256x256, Inference Resolution=Full HD, GPU=Nvidia RTX30902023.03 | 24.31 | 37.97 | 0.006 | — | |
| DCCF2022.11 | 24.65 | 37.87 | — | — | |
| HDNet-liteParameters=0.65MB2022.11 | 24.99 | 38.63 | — | — | |
| D-HTParameters=27.00MB2022.11 | 30.3 | 37.55 | — | — | |
| S2CRNet-VGGParameters=15.14MB2022.11 | 35.58 | 37.18 | — | — | |
| IHTPerformance Resolution=256x256, Inference Resolution=Full HD, GPU=Nvidia RTX30902023.03 | 37.07 | 36.71 | 0.196 | — | |
| BargainNetPerformance Resolution=256x256, Inference Resolution=Full HD, GPU=Nvidia RTX30902023.03 | 37.82 | 35.88 | 0.086 | — | |
| BargainNetParameters=58.74MB2022.11 | 37.82 | 35.88 | — | — | |
| IntrinsicIHPerformance Resolution=256x256, Inference Resolution=Full HD, GPU=Nvidia RTX30902023.03 | 38.71 | 35.9 | 0.833 | — | |
| IntrinsicParameters=40.86MB2022.11 | 38.71 | 35.9 | — | — | |
| RainNetParameters=54.75MB2022.11 | 40.29 | 36.12 | — | — | |
| S2CRNet-SNParameters=0.95MB2022.11 | 43.2 | 36.45 | — | — | |
| DoveNetParameters=54.76MB2022.11 | 52.33 | 34.76 | — | — | |
| DoveNetPerformance Resolution=256x256, Inference Resolution=Full HD, GPU=Nvidia RTX30902023.03 | 52.36 | 34.75 | 0.072 | — | |
| S2AMPerformance Resolution=256x256, Inference Resolution=Full HD, GPU=Nvidia RTX30902023.03 | 59.67 | 34.35 | 0.148 | — | |
| S2AMParameters=66.70MB2022.11 | 59.67 | 34.35 | — | — | |
| DIHParameters=41.76MB2022.11 | 76.77 | 33.41 | — | — | |
| Composite2022.11 | 172.47 | 31.63 | — | — |