task_path stringlengths 3 199 ⌀ | dataset stringlengths 1 128 ⌀ | model_name stringlengths 1 223 ⌀ | paper_url stringlengths 21 601 ⌀ | metric_name stringlengths 1 50 ⌀ | metric_value stringlengths 1 9.22k ⌀ |
|---|---|---|---|---|---|
Image Enhancement > Low-Light Image Enhancement | LOL | Bread | https://arxiv.org/abs/2111.15557v1 | SSIM | 0.838 |
Image Enhancement > Low-Light Image Enhancement | LOL | MTFE | https://doi.org/10.1016/j.jvcir.2023.103863 | Average PSNR | 22.86 |
Image Enhancement > Low-Light Image Enhancement | LOL | TreEnhance | https://arxiv.org/abs/2205.12639v2 | Average PSNR | 21.96 |
Image Enhancement > Low-Light Image Enhancement | LOL | TreEnhance | https://arxiv.org/abs/2205.12639v2 | SSIM | 0.81 |
Image Enhancement > Low-Light Image Enhancement | LOL | FoD | https://arxiv.org/abs/2505.16733v1 | Average PSNR | 21.61 |
Image Enhancement > Low-Light Image Enhancement | LOL | FoD | https://arxiv.org/abs/2505.16733v1 | SSIM | 0.819 |
Image Enhancement > Low-Light Image Enhancement | LOL | FoD | https://arxiv.org/abs/2505.16733v1 | LPIPS | 0.105 |
Image Enhancement > Low-Light Image Enhancement | LOL | FoD | https://arxiv.org/abs/2505.16733v1 | FID | 41.31 |
Image Enhancement > Low-Light Image Enhancement | LOL | night-enhancement | https://arxiv.org/abs/2207.10564v2 | Average PSNR | 21.52 |
Image Enhancement > Low-Light Image Enhancement | LOL | night-enhancement | https://arxiv.org/abs/2207.10564v2 | SSIM | 0.763 |
Image Enhancement > Low-Light Image Enhancement | LOL | KinD | https://arxiv.org/abs/1905.04161v1 | Average PSNR | 20.8665 |
Image Enhancement > Low-Light Image Enhancement | LOL | HEP | https://arxiv.org/abs/2112.01766v1 | Average PSNR | 20.23 |
Image Enhancement > Low-Light Image Enhancement | LOL | CDAN | https://arxiv.org/abs/2308.12902v3 | Average PSNR | 20.102 |
Image Enhancement > Low-Light Image Enhancement | LOL | CDAN | https://arxiv.org/abs/2308.12902v3 | SSIM | 0.816 |
Image Enhancement > Low-Light Image Enhancement | LOL | CDAN | https://arxiv.org/abs/2308.12902v3 | LPIPS | 0.167 |
Image Enhancement > Low-Light Image Enhancement | LOL | rr | https://arxiv.org/abs/2206.09379v2 | BSQ-rate over MS-SSIM | 0.2 |
Image Enhancement > Low-Light Image Enhancement | 10 Monkey Species | Cat | http://www.dabi.temple.edu/~hbling/publication/LIME-tip.pdf | 10 way 1~2 shot | 25 |
Image Enhancement > Low-Light Image Enhancement | SDSD-indoor | Retinexformer | https://arxiv.org/abs/2303.06705v3 | PSNR | 29.77 |
Image Enhancement > Low-Light Image Enhancement | LOL-v2 | CIDNet | https://arxiv.org/abs/2402.05809v3 | Average PSNR | 24.111 |
Image Enhancement > Low-Light Image Enhancement | LOL-v2 | CIDNet | https://arxiv.org/abs/2402.05809v3 | SSIM | 0.868 |
Image Enhancement > Low-Light Image Enhancement | LOL-v2 | CIDNet | https://arxiv.org/abs/2402.05809v3 | LPIPS | 0.108 |
Image Enhancement > Low-Light Image Enhancement | LOL-v2 | EMNet | https://doi.org/10.1109/TMM.2023.3293736 | Average PSNR | 23.42 |
Image Enhancement > Low-Light Image Enhancement | LOL-v2 | EMNet | https://doi.org/10.1109/TMM.2023.3293736 | SSIM | 0.8749 |
Image Enhancement > Low-Light Image Enhancement | LOL-v2 | EMNet | https://doi.org/10.1109/TMM.2023.3293736 | LPIPS | 0.1171 |
Image Enhancement > Low-Light Image Enhancement | LOL-v2 | Retinexformer | https://arxiv.org/abs/2303.06705v3 | Average PSNR | 22.80 |
Image Enhancement > Low-Light Image Enhancement | LOL-v2 | Retinexformer | https://arxiv.org/abs/2303.06705v3 | SSIM | 0.840 |
Image Enhancement > Low-Light Image Enhancement | Sony-Total-Dark | CIDNet | https://arxiv.org/abs/2402.05809v3 | Average PSNR | 22.904 |
Image Enhancement > Low-Light Image Enhancement | Sony-Total-Dark | CIDNet | https://arxiv.org/abs/2402.05809v3 | SSIM | 0.676 |
Image Enhancement > Low-Light Image Enhancement | Sony-Total-Dark | CIDNet | https://arxiv.org/abs/2402.05809v3 | LPIPS | 0.411 |
Image Enhancement > Low-Light Image Enhancement | Sony-Total-Dark | LEDNet | https://arxiv.org/abs/2202.03373v2 | Average PSNR | 20.830 |
Image Enhancement > Low-Light Image Enhancement | Sony-Total-Dark | LEDNet | https://arxiv.org/abs/2202.03373v2 | SSIM | 0.648 |
Image Enhancement > Low-Light Image Enhancement | Sony-Total-Dark | LEDNet | https://arxiv.org/abs/2202.03373v2 | LPIPS | 0.471 |
Image Enhancement > Low-Light Image Enhancement | Sony-Total-Dark | LLFlow | https://arxiv.org/abs/2109.05923v1 | Average PSNR | 16.226 |
Image Enhancement > Low-Light Image Enhancement | Sony-Total-Dark | LLFlow | https://arxiv.org/abs/2109.05923v1 | SSIM | 0.367 |
Image Enhancement > Low-Light Image Enhancement | Sony-Total-Dark | LLFlow | https://arxiv.org/abs/2109.05923v1 | LPIPS | 0.619 |
Image Enhancement > Low-Light Image Enhancement | 3DMatch Benchmark | nnh | https://arxiv.org/abs/1908.00682v3 | mAP (@0.1, Through-wall) | 224 |
Image Enhancement > Low-Light Image Enhancement | LSRW | DPEC | https://arxiv.org/abs/2407.09553v4 | SSIM | 0.576 |
Image Enhancement > Low-Light Image Enhancement | LSRW | DPEC | https://arxiv.org/abs/2407.09553v4 | Average PSNR | 19.643 |
Image Enhancement > Low-Light Image Enhancement | LOLv2 | CFWD | https://arxiv.org/abs/2401.03788v2 | Average PSNR | 29.855 |
Image Enhancement > Low-Light Image Enhancement | LOLv2 | CFWD | https://arxiv.org/abs/2401.03788v2 | SSIM | 0.891 |
Image Enhancement > Low-Light Image Enhancement | LOLv2 | GLARE | https://arxiv.org/abs/2407.12431v1 | Average PSNR | 28.98 |
Image Enhancement > Low-Light Image Enhancement | LOLv2 | GLARE | https://arxiv.org/abs/2407.12431v1 | SSIM | 0.905 |
Image Enhancement > Low-Light Image Enhancement | LOLv2 | GLARE | https://arxiv.org/abs/2407.12431v1 | LPIPS | 0.097 |
Image Enhancement > Low-Light Image Enhancement | LOLv2 | KAN-T | https://ieeexplore.ieee.org/abstract/document/10797300 | Average PSNR | 28.87 |
Image Enhancement > Low-Light Image Enhancement | LOLv2 | KAN-T | https://ieeexplore.ieee.org/abstract/document/10797300 | SSIM | 0.890 |
Image Enhancement > Low-Light Image Enhancement | LOLv2 | DiffLL | https://arxiv.org/abs/2306.00306v3 | Average PSNR | 28.86 |
Image Enhancement > Low-Light Image Enhancement | LOLv2 | DiffLL | https://arxiv.org/abs/2306.00306v3 | SSIM | 0.876 |
Image Enhancement > Low-Light Image Enhancement | LOLv2 | GlobalDiff | https://arxiv.org/abs/2310.17577v2 | Average PSNR | 28.82 |
Image Enhancement > Low-Light Image Enhancement | LOLv2 | GlobalDiff | https://arxiv.org/abs/2310.17577v2 | SSIM | 0.895 |
Image Enhancement > Low-Light Image Enhancement | LOLv2 | GlobalDiff | https://arxiv.org/abs/2310.17577v2 | LPIPS | 0.095 |
Image Enhancement > Low-Light Image Enhancement | LOLv2 | LLFlow-L-SKF | https://arxiv.org/abs/2304.07039v1 | Average PSNR | 28.45 |
Image Enhancement > Low-Light Image Enhancement | LOLv2 | LLFlow-L-SKF | https://arxiv.org/abs/2304.07039v1 | SSIM | 0.905 |
Image Enhancement > Low-Light Image Enhancement | LOLv2 | LLFlow-L-SKF | https://arxiv.org/abs/2304.07039v1 | LPIPS | 0.112 |
Image Enhancement > Low-Light Image Enhancement | LOLv2 | CIDNet | https://arxiv.org/abs/2402.05809v3 | Average PSNR | 28.134 |
Image Enhancement > Low-Light Image Enhancement | LOLv2 | CIDNet | https://arxiv.org/abs/2402.05809v3 | SSIM | 0.892 |
Image Enhancement > Low-Light Image Enhancement | LOLv2 | CIDNet | https://arxiv.org/abs/2402.05809v3 | LPIPS | 0.101 |
Image Enhancement > Low-Light Image Enhancement | LOLv2 | ExpoMamba | https://arxiv.org/abs/2408.09650v1 | Average PSNR | 28.040 |
Image Enhancement > Low-Light Image Enhancement | LOLv2 | ExpoMamba | https://arxiv.org/abs/2408.09650v1 | SSIM | 0.868 |
Image Enhancement > Low-Light Image Enhancement | LOLv2 | ExpoMamba | https://arxiv.org/abs/2408.09650v1 | LPIPS | 0.203 |
Image Enhancement > Low-Light Image Enhancement | LOLv2 | LYT-Net | https://arxiv.org/abs/2401.15204v6 | Average PSNR | 27.80 |
Image Enhancement > Low-Light Image Enhancement | LOLv2 | LYT-Net | https://arxiv.org/abs/2401.15204v6 | SSIM | 0.873 |
Image Enhancement > Low-Light Image Enhancement | LOLv2 | LYT-Net | https://arxiv.org/abs/2401.15204v6 | LPIPS | 0.078 |
Image Enhancement > Low-Light Image Enhancement | LOLv2 | Retinexformer | https://arxiv.org/abs/2303.06705v3 | Average PSNR | 27.71 |
Image Enhancement > Low-Light Image Enhancement | LOLv2 | Retinexformer | https://arxiv.org/abs/2303.06705v3 | SSIM | 0.856 |
Image Enhancement > Low-Light Image Enhancement | LOLv2 | LLFlow | https://arxiv.org/abs/2109.05923v1 | Average PSNR | 26.02 |
Image Enhancement > Low-Light Image Enhancement | LOLv2 | LLFlow | https://arxiv.org/abs/2109.05923v1 | SSIM | 0.927 |
Image Enhancement > Low-Light Image Enhancement | LOLv2 | LLFlow | https://arxiv.org/abs/2109.05923v1 | LPIPS | 0.0995 |
Image Enhancement > Low-Light Image Enhancement | LOLv2 | FLIGHTNet | https://arxiv.org/abs/2305.10889v1 | Average PSNR | 21.71 |
Image Enhancement > Low-Light Image Enhancement | LOLv2 | FLIGHTNet | https://arxiv.org/abs/2305.10889v1 | SSIM | 0.834 |
Image Enhancement > Low-Light Image Enhancement | DICM | CIDNet | https://arxiv.org/abs/2402.05809v3 | NIQE | 3.36 |
Image Enhancement > Low-Light Image Enhancement | DICM | CIDNet | https://arxiv.org/abs/2402.05809v3 | BRISQUE | 21.47 |
Image Enhancement > Low-Light Image Enhancement | DICM | BEM | https://openreview.net/forum?id=jJJOoLVAEm | NIQE | 3.55 |
Image Enhancement > Low-Light Image Enhancement | DICM | PairLIE | http://openaccess.thecvf.com//content/CVPR2023/html/Fu_Learning_a_Simple_Low-Light_Image_Enhancer_From_Paired_Low-Light_Instances_CVPR_2023_paper.html | NIQE | 4.03 |
Image Enhancement > Low-Light Image Enhancement | DICM | PairLIE | http://openaccess.thecvf.com//content/CVPR2023/html/Fu_Learning_a_Simple_Low-Light_Image_Enhancer_From_Paired_Low-Light_Instances_CVPR_2023_paper.html | BRISQUE | 33.31 |
Image Enhancement > Low-Light Image Enhancement | DICM | Zero-DCE | https://arxiv.org/abs/2001.06826v2 | User Study Score | 3.52 |
Image Enhancement > Low-Light Image Enhancement | DICM | Zero-DCE | https://arxiv.org/abs/2001.06826v2 | NIQE | 4.58 |
Image Enhancement > Low-Light Image Enhancement | DICM | Zero-DCE | https://arxiv.org/abs/2001.06826v2 | BRISQUE | 27.56 |
Image Enhancement > Low-Light Image Enhancement | DICM | Retinexformer | https://arxiv.org/abs/2303.06705v3 | User Study Score | 3.71 |
Image Enhancement > Low-Light Image Enhancement | DICM | EnlightenGAN | https://arxiv.org/abs/1906.06972v2 | User Study Score | 3.50 |
Image Enhancement > Low-Light Image Enhancement | VV | CIDNet | https://arxiv.org/abs/2402.05809v3 | NIQE | 2.49 |
Image Enhancement > Low-Light Image Enhancement | VV | CIDNet | https://arxiv.org/abs/2402.05809v3 | BRISQUE | 30.63 |
Image Enhancement > Low-Light Image Enhancement | VV | BEM | https://openreview.net/forum?id=jJJOoLVAEm | NIQE | 2.91 |
Image Enhancement > Low-Light Image Enhancement | VV | PairLIE | http://openaccess.thecvf.com//content/CVPR2023/html/Fu_Learning_a_Simple_Low-Light_Image_Enhancer_From_Paired_Low-Light_Instances_CVPR_2023_paper.html | NIQE | 3.57 |
Image Enhancement > Low-Light Image Enhancement | VV | PairLIE | http://openaccess.thecvf.com//content/CVPR2023/html/Fu_Learning_a_Simple_Low-Light_Image_Enhancer_From_Paired_Low-Light_Instances_CVPR_2023_paper.html | BRISQUE | 39.13 |
Image Enhancement > Low-Light Image Enhancement | VV | Zero-DCE | https://arxiv.org/abs/2001.06826v2 | User Study Score | 3.24 |
Image Enhancement > Low-Light Image Enhancement | VV | Zero-DCE | https://arxiv.org/abs/2001.06826v2 | NIQE | 4.81 |
Image Enhancement > Low-Light Image Enhancement | VV | Zero-DCE | https://arxiv.org/abs/2001.06826v2 | BRISQUE | 34.66 |
Image Enhancement > Low-Light Image Enhancement | VV | SNR-Aware | http://openaccess.thecvf.com//content/CVPR2022/html/Xu_SNR-Aware_Low-Light_Image_Enhancement_CVPR_2022_paper.html | NIQE | 9.87 |
Image Enhancement > Low-Light Image Enhancement | VV | SNR-Aware | http://openaccess.thecvf.com//content/CVPR2022/html/Xu_SNR-Aware_Low-Light_Image_Enhancement_CVPR_2022_paper.html | BRISQUE | 78.72 |
Image Enhancement > Low-Light Image Enhancement | VV | Rextinexformer | https://arxiv.org/abs/2303.06705v3 | User Study Score | 3.61 |
Image Enhancement > Low-Light Image Enhancement | VV | EnlightenGAN | https://arxiv.org/abs/1906.06972v2 | User Study Score | 3.17 |
Image Enhancement > Low-Light Image Enhancement | NPE | CIDNet | https://arxiv.org/abs/2402.05809v3 | NIQE | 3.33 |
Image Enhancement > Low-Light Image Enhancement | NPE | CIDNet | https://arxiv.org/abs/2402.05809v3 | BRISQUE | 18.92 |
Image Enhancement > Low-Light Image Enhancement | NPE | BEM | https://openreview.net/forum?id=jJJOoLVAEm | NIQE | 3.72 |
Image Enhancement > Low-Light Image Enhancement | NPE | PairLIE | http://openaccess.thecvf.com//content/CVPR2023/html/Fu_Learning_a_Simple_Low-Light_Image_Enhancer_From_Paired_Low-Light_Instances_CVPR_2023_paper.html | NIQE | 4.18 |
Image Enhancement > Low-Light Image Enhancement | NPE | PairLIE | http://openaccess.thecvf.com//content/CVPR2023/html/Fu_Learning_a_Simple_Low-Light_Image_Enhancer_From_Paired_Low-Light_Instances_CVPR_2023_paper.html | BRISQUE | 28.27 |
Image Enhancement > Low-Light Image Enhancement | NPE | SNR-Aware | http://openaccess.thecvf.com//content/CVPR2022/html/Xu_SNR-Aware_Low-Light_Image_Enhancement_CVPR_2022_paper.html | NIQE | 4.32 |
Image Enhancement > Low-Light Image Enhancement | NPE | SNR-Aware | http://openaccess.thecvf.com//content/CVPR2022/html/Xu_SNR-Aware_Low-Light_Image_Enhancement_CVPR_2022_paper.html | BRISQUE | 26.65 |
Image Enhancement > Low-Light Image Enhancement | NPE | Zero-DCE | https://arxiv.org/abs/2001.06826v2 | User Study Score | 3.81 |
Image Enhancement > Low-Light Image Enhancement | NPE | Zero-DCE | https://arxiv.org/abs/2001.06826v2 | NIQE | 4.53 |
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