Image Harmonization on iHarmony4 original resolution (test)
24.62MSE (All)HINet
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| HINetResolution=Original resolution2023.03 | 24.62 | 38.07 | — | — | — | — | — | — | — | — | 296.31 | 0.99 | |
| DCCFBackbone=iDIH-HRNet, Training=End-to-end2022.07 | 24.65 | 37.87 | 17.07 | 38.66 | 23.34 | 37.75 | 64.77 | 33.6 | 55.76 | 37.4 | — | — | |
| DCCFResolution=Original resolution2023.03 | 24.72 | 37.84 | — | — | — | — | — | — | — | — | 302.57 | 0.9896 | |
| iDIH-HRNet+BGUBackbone=iDIH-HRNet, Post-upsampling=BGU2022.07 | 26.85 | 37.24 | 18.53 | 37.9 | 26.71 | 37.5 | 66.26 | 33.19 | 51.96 | 37.23 | — | — | |
| HarmonizerResolution=Original resolution2023.03 | 27.09 | 37.31 | — | — | — | — | — | — | — | — | 331.73 | 0.9685 | |
| iDIH-HRNet+GFBackbone=iDIH-HRNet, Post-upsampling=GF2022.07 | 35.47 | 36 | 25.93 | 36.7 | 34.51 | 36.03 | 85.05 | 32.01 | 49.9 | 37.67 | — | — | |
| iDIH-HRNet+BUBackbone=iDIH-HRNet, Post-upsampling=BU2022.07 | 43.56 | 34.98 | 34.4 | 35.45 | 37.82 | 35.47 | 104.69 | 30.91 | 50.87 | 37.41 | — | — | |
| Input Image2022.07 | 177.99 | 31.22 | 73.03 | 33.53 | 354.46 | 27.63 | 270.99 | 28.2 | 113.07 | 33.91 | — | — | |
| iDIH-HRNetBackbone=iDIH-HRNet2022.07 | — | — | 19.96 | 38.25 | — | — | 93.5 | 32.42 | 71.01 | 35.77 | — | — |