Low-light Image Deblurring and Enhancement 벤치마크
Low-light Image Deblurring and Enhancement on LOL-Blur
Average PSNR
- 2022-02-07 — LEDNet: Average PSNR 25.271
- 2024-02-08 — CIDNet: Average PSNR 26.572
| Rank | Model | Average PSNR | SSIM | LPIPS | Paper | Code | Year |
|---|---|---|---|---|---|---|---|
| 11 | LEDNet | 25.271 | 0.850 | 0.141 | LEDNet: Joint Low-light Enhancement and Deblurring in the Dark | sczhou/LEDNet | 2022 |
| 12 | RetinexFormer | 22.904 | 0.824 | 0.236 | Retinexformer: One-stage Retinex-based Transformer for Low-light Image Enhancement | cmhungsteve/Awesome-Transformer-Attention · caiyuanhao1998/retinexformer · DmitryRyumin/ICCV-2023-Papers · +2 | 2023 |
| 13 | CIDNet | 26.572 | 0.890 | 0.120 | You Only Need One Color Space: An Efficient Network for Low-light Image Enhancement | fediory/hvi-cidnet | 2024 |
| 14 | LEDNet | 25.271 | 0.850 | 0.141 | LEDNet: Joint Low-light Enhancement and Deblurring in the Dark | sczhou/LEDNet | 2022 |
| 15 | RetinexFormer | 22.904 | 0.824 | 0.236 | Retinexformer: One-stage Retinex-based Transformer for Low-light Image Enhancement | cmhungsteve/Awesome-Transformer-Attention · caiyuanhao1998/retinexformer · DmitryRyumin/ICCV-2023-Papers · +2 | 2023 |