Table 1 Quantitative comparison on LOL and SID datasets
From: Opti3D for low light enhancement and calibration free 3D digitization of cultural relics
Dataset | Complexity | LOL | SID | |||||
|---|---|---|---|---|---|---|---|---|
Method | Metric | FLOPs (G) | Params (M) | SSIM↑ | PSNR↑ | LPIPS↓ | SSIM↑ | PSNR↑ | LPIPS↓ |
Retinex-Net | 136.47 | 0.84 | 0.721 | 16.89 | 2.01 | 0.569 | 18.69 | 1.53 |
KinD | 29.99 | 8.02 | 0.783 | 20.79 | 1.49 | 0.592 | 20.74 | 1.66 |
Retinexformer | 15.57 | 1.61 | 0.821 | 25.17 | 1.63 | 0.623 | 22.37 | 1.27 |
Ours | 21.38 | 3.89 | 0.846 | 24.33 | 1.37 | 0.692 | 24.96 | 1.37 |
