Quantitative comparison for enhancing clean dark videos. The best scores are indicated in bold.
| Method | PSNR↑ | SSIM↑ | AB(Var)↓ | MABD↓ |
|---|---|---|---|---|
| LIME [11] | 17.36 | 0.7386 | 9.65 | 0.37 |
| Dual [39] | 18.12 | 0.8283 | 2.13 | 0.07 |
| MBLLEN [27] | 18.41 | 0.8100 | 77.24 | 1.95 |
| RetinexNet [37] | 19.78 | 0.8353 | 1.32 | 0.09 |
| SID [7] | 22.95 | 0.9428 | 4.93 | 0.43 |
| DRP [24] | 6.89 | 0.3160 | 6.73 | 0.52 |
| NATLE [2] | 26.70 | 0.9127 | 2.04 | 0.03 |
| MBLLVEN [27] | 24.50 | 0.9482 | 1.79 | 0.80 |
| SMOID [14] | 24.85 | 0.9472 | 1.30 | 0.17 |
| SFR [9] | 23.81 | 0.9413 | 2.14 | 0.11 |
| BLIND [19] | 22.87 | 0.9344 | 8.66 | 0.43 |
| StableLLVE [38] | 24.07 | 0.9483 | 1.96 | 0.05 |
| SDSD [35] | 25.09 | 0.8783 | 0.98 | 0.01 |
| SALVE (Ours) | 28.85 | 0.9225 | 1.47 | 0.006 |
| Method | PSNR↑ | SSIM↑ | AB(Var)↓ | MABD↓ |
|---|---|---|---|---|
| LIME [ | 17.36 | 0.7386 | 9.65 | 0.37 |
| Dual [ | 18.12 | 0.8283 | 2.13 | 0.07 |
| MBLLEN [ | 18.41 | 0.8100 | 77.24 | 1.95 |
| RetinexNet [ | 19.78 | 0.8353 | 1.32 | 0.09 |
| SID [ | 22.95 | 0.9428 | 4.93 | 0.43 |
| DRP [ | 6.89 | 0.3160 | 6.73 | 0.52 |
| NATLE [ | 26.70 | 0.9127 | 2.04 | 0.03 |
| MBLLVEN [ | 24.50 | 0.9482 | 1.79 | 0.80 |
| SMOID [ | 24.85 | 0.9472 | 1.30 | 0.17 |
| SFR [ | 23.81 | 0.9413 | 2.14 | 0.11 |
| BLIND [ | 22.87 | 0.9344 | 8.66 | 0.43 |
| StableLLVE [ | 24.07 | 1.96 | 0.05 | |
| SDSD [ | 25.09 | 0.8783 | 0.01 | |
| SALVE (Ours) | 0.9225 | 1.47 |
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