Image Generation on iHarmony4
Metric: fMSE (lower is better)
Metric: fMSE (lower is better)
| # | Model↕ | fMSE▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | PHNet | 178.11 | No | PHNet: Patch-based Normalization for Portrait Ha... | 2024-02-27 | - |
| 2 | HDNet | 179.49 | No | Hierarchical Dynamic Image Harmonization | 2022-11-16 | Code |
| 3 | DucoNet | 212.53 | No | Deep Image Harmonization in Dual Color Spaces | 2023-08-05 | Code |
| 4 | GKNet | 220.44 | No | Learning Global-aware Kernel for Image Harmoniza... | 2023-05-19 | - |
| 5 | PCT-Net | 238.27 | No | - | - | Code |
| 6 | HDNet-lite | 260.65 | No | Hierarchical Dynamic Image Harmonization | 2022-11-16 | Code |
| 7 | S2CRNet-VGG | 274.99 | No | Spatial-Separated Curve Rendering Network for Ef... | 2021-09-13 | Code |
| 8 | LRIP | 296.31 | No | Dense Pixel-to-Pixel Harmonization via Continuou... | 2023-03-03 | Code |
| 9 | D-HT | 320.78 | No | - | - | Code |
| 10 | Harmonizer | 339.23 | No | Harmonizer: Learning to Perform White-Box Image ... | 2022-07-04 | Code |
| 11 | Intrinsic | 400.29 | No | - | - | Code |
| 12 | BargainNet | 405.23 | No | BargainNet: Background-Guided Domain Translation... | 2020-09-19 | Code |
| 13 | RainNet | 469.6 | No | Region-aware Adaptive Instance Normalization for... | 2021-06-05 | Code |
| 14 | DoveNet | 549.96 | No | DoveNet: Deep Image Harmonization via Domain Ver... | 2019-11-27 | Code |