Image Enhancement on MIT-Adobe 5k
Metric: SSIM on proRGB (higher is better)
Metric: SSIM on proRGB (higher is better)
| # | Model↕ | SSIM on proRGB▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Retinexformer | 0.957 | No | Retinexformer: One-stage Retinex-based Transform... | 2023-03-12 | Code |
| 2 | PQDynamicISP | 0.928 | No | PQDynamicISP: Dynamically Controlled Image Signa... | 2024-03-15 | - |
| 3 | AdaInt | 0.926 | No | AdaInt: Learning Adaptive Intervals for 3D Looku... | 2022-04-29 | Code |
| 4 | RSFNet-map | 0.924 | No | RSFNet: A White-Box Image Retouching Approach us... | 2023-03-15 | Code |
| 5 | 3D LUT | 0.922 | No | Learning Image-adaptive 3D Lookup Tables for Hig... | 2020-09-30 | Code |
| 6 | SepLUT | 0.921 | No | SepLUT: Separable Image-adaptive Lookup Tables f... | 2022-07-18 | Code |
| 7 | 4D LUT | 0.918 | No | 4D LUT: Learnable Context-Aware 4D Lookup Table ... | 2022-09-05 | - |
| 8 | DeepLPF | 0.903 | No | DeepLPF: Deep Local Parametric Filters for Image... | 2020-03-31 | Code |
| 9 | DIFAR (MSCA, level 1) | 0.88 | No | CURL: Neural Curve Layers for Global Image Enhan... | 2019-11-29 | Code |