Quantitative comparison for enhancing noisy dark videos. The best scores are indicated in bold.
| Method | PSNR↑ | SSIM↑ | AB(Var)↓ | MABD↓ |
|---|---|---|---|---|
| LIME [11] | 16.43 | 0.4567 | 8.29 | 0.33 |
| Dual [39] | 18.38 | 0.6073 | 2.14 | 0.22 |
| MBLLEN [27] | 18.38 | 0.7982 | 78.76 | 1.93 |
| RetinexNet [37] | 19.56 | 0.7475 | 1.45 | 0.09 |
| SID [7] | 22.93 | 0.9253 | 4.03 | 0.39 |
| DRP [24] | 5.55 | 0.4107 | 15.37 | 0.34 |
| NATLE [2] | 25.55 | 0.8237 | 1.48 | 0.06 |
| MBLLVEN [27] | 23.08 | 0.8839 | 2.81 | 1.02 |
| SMOID [14] | 23.42 | 0.9212 | 0.82 | 0.17 |
| SFR [9] | 22.82 | 0.9299 | 2.29 | 0.12 |
| BLIND [19] | 22.94 | 0.9174 | 7.86 | 0.33 |
| StableLLVE [38] | 24.01 | 0.9305 | 3.00 | 0.10 |
| SDSD [35] | 22.27 | 0.8051 | 1.35 | 0.03 |
| SALVE (Ours) | 27.06 | 0.8202 | 1.18 | 0.01 |
| Method | PSNR↑ | SSIM↑ | AB(Var)↓ | MABD↓ |
|---|---|---|---|---|
| LIME [ | 16.43 | 0.4567 | 8.29 | 0.33 |
| Dual [ | 18.38 | 0.6073 | 2.14 | 0.22 |
| MBLLEN [ | 18.38 | 0.7982 | 78.76 | 1.93 |
| RetinexNet [ | 19.56 | 0.7475 | 1.45 | 0.09 |
| SID [ | 22.93 | 0.9253 | 4.03 | 0.39 |
| DRP [ | 5.55 | 0.4107 | 15.37 | 0.34 |
| NATLE [ | 25.55 | 0.8237 | 1.48 | 0.06 |
| MBLLVEN [ | 23.08 | 0.8839 | 2.81 | 1.02 |
| SMOID [ | 23.42 | 0.9212 | 0.17 | |
| SFR [ | 22.82 | 0.9299 | 2.29 | 0.12 |
| BLIND [ | 22.94 | 0.9174 | 7.86 | 0.33 |
| StableLLVE [ | 24.01 | 3.00 | 0.10 | |
| SDSD [ | 22.27 | 0.8051 | 1.35 | 0.03 |
| SALVE (Ours) | 0.8202 | 1.18 |
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