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 ⌀ |
|---|---|---|---|---|---|
Rain Removal > Single Image Deraining | Rain100L | UMRL | https://arxiv.org/abs/1906.11129v1 | SSIM | 0.923 |
Rain Removal > Single Image Deraining | Rain100L | DerainNet | http://arxiv.org/abs/1609.02087v2 | SSIM | 0.884 |
Rain Removal > Single Image Deraining | Rain100L | RESCAN | http://arxiv.org/abs/1807.05698v2 | SSIM | 0.881 |
Rain Removal > Single Image Deraining | Rain100L | DIDMDN | http://arxiv.org/abs/1802.07412v1 | SSIM | 0.741 |
Dehazing > Image Dehazing | HD-NH-HAZE | DehazeDCT | https://github.com/movingforward100/Dehazing_R | PSNR | 22.36 |
Dehazing > Image Dehazing | HD-NH-HAZE | DehazeDCT | https://github.com/movingforward100/Dehazing_R | SSIM | 0.752 |
Dehazing > Image Dehazing | NH-HAZE2 | DehazeDCT | https://github.com/movingforward100/Dehazing_R | PSNR | 22.86 |
Dehazing > Image Dehazing | NH-HAZE2 | DehazeDCT | https://github.com/movingforward100/Dehazing_R | SSIM | 0.877 |
Dehazing > Image Dehazing | I-Haze | EDN-GTM | https://arxiv.org/abs/2202.04757v1 | SSIM | 0.8270 |
Dehazing > Image Dehazing | I-Haze | EDN-GTM | https://arxiv.org/abs/2202.04757v1 | PSNR | 22.90 |
Dehazing > Image Dehazing | I-Haze | BPPNet | https://arxiv.org/abs/2008.06713v1 | SSIM | 0.8994 |
Dehazing > Image Dehazing | I-Haze | BPPNet | https://arxiv.org/abs/2008.06713v1 | PSNR | 22.56 |
Dehazing > Image Dehazing | I-Haze | ConvIR | https://ieeexplore.ieee.org/abstract/document/10571568 | SSIM | 0.887 |
Dehazing > Image Dehazing | I-Haze | ConvIR | https://ieeexplore.ieee.org/abstract/document/10571568 | PSNR | 22.44 |
Dehazing > Image Dehazing | I-Haze | SAD-Net | https://www.nature.com/articles/s41598-025-92061-1 | SSIM | 0.84 |
Dehazing > Image Dehazing | I-Haze | SAD-Net | https://www.nature.com/articles/s41598-025-92061-1 | PSNR | 21.65 |
Dehazing > Image Dehazing | Haze4k | CasDyF-Net | https://arxiv.org/abs/2409.08510v1 | PSNR | 35.73 |
Dehazing > Image Dehazing | Haze4k | CasDyF-Net | https://arxiv.org/abs/2409.08510v1 | SSIM | 0.99 |
Dehazing > Image Dehazing | Haze4k | MixDehazeNet | https://arxiv.org/abs/2305.17654v1 | PSNR | 35.64 |
Dehazing > Image Dehazing | Haze4k | MixDehazeNet | https://arxiv.org/abs/2305.17654v1 | SSIM | 0.992 |
Dehazing > Image Dehazing | Haze4k | ConvIR | https://ieeexplore.ieee.org/abstract/document/10571568 | PSNR | 34.50 |
Dehazing > Image Dehazing | Haze4k | ConvIR | https://ieeexplore.ieee.org/abstract/document/10571568 | SSIM | 0.99 |
Dehazing > Image Dehazing | Haze4k | DEA-Net-CR | https://arxiv.org/abs/2301.04805v1 | PSNR | 34.25 |
Dehazing > Image Dehazing | Haze4k | DEA-Net-CR | https://arxiv.org/abs/2301.04805v1 | SSIM | 0.9885 |
Dehazing > Image Dehazing | Haze4k | FSNet | https://ieeexplore.ieee.org/document/10310164 | PSNR | 34.12 |
Dehazing > Image Dehazing | Haze4k | FSNet | https://ieeexplore.ieee.org/document/10310164 | SSIM | 0.99 |
Dehazing > Image Dehazing | Haze4k | gUNet-D | https://arxiv.org/abs/2209.11448v1 | PSNR | 33.52 |
Dehazing > Image Dehazing | Haze4k | gUNet-D | https://arxiv.org/abs/2209.11448v1 | SSIM | 0.988 |
Dehazing > Image Dehazing | Haze4k | PMNet | https://arxiv.org/abs/2111.09733v1 | PSNR | 33.49 |
Dehazing > Image Dehazing | Haze4k | PMNet | https://arxiv.org/abs/2111.09733v1 | SSIM | 0.98 |
Dehazing > Image Dehazing | Haze4k | DMT-Net | https://arxiv.org/abs/2108.02934v1 | PSNR | 28.53 |
Dehazing > Image Dehazing | Haze4k | DMT-Net | https://arxiv.org/abs/2108.02934v1 | SSIM | 0.96 |
Dehazing > Image Dehazing | Haze4k | FFA-Net | https://arxiv.org/abs/1911.07559v2 | PSNR | 26.96 |
Dehazing > Image Dehazing | Haze4k | FFA-Net | https://arxiv.org/abs/1911.07559v2 | SSIM | 0.95 |
Dehazing > Image Dehazing | Haze4k | GDNet | https://arxiv.org/abs/1908.03245v1 | PSNR | 23.29 |
Dehazing > Image Dehazing | Haze4k | GDNet | https://arxiv.org/abs/1908.03245v1 | SSIM | 0.93 |
Dehazing > Image Dehazing | Haze4k | MSBDN | https://arxiv.org/abs/2004.13388v1 | PSNR | 22.99 |
Dehazing > Image Dehazing | Haze4k | MSBDN | https://arxiv.org/abs/2004.13388v1 | SSIM | 0.85 |
Dehazing > Image Dehazing | RESIDE | LCA-Net | https://arxiv.org/abs/2008.10325v1 | PSNR | 17.07 |
Dehazing > Image Dehazing | SOTS Indoor | ConvIR | https://ieeexplore.ieee.org/abstract/document/10571568 | PSNR | 42.72 |
Dehazing > Image Dehazing | SOTS Indoor | ConvIR | https://ieeexplore.ieee.org/abstract/document/10571568 | SSIM | 0.997 |
Dehazing > Image Dehazing | SOTS Indoor | MixDehazeNet | https://arxiv.org/abs/2305.17654v1 | PSNR | 42.62 |
Dehazing > Image Dehazing | SOTS Indoor | MixDehazeNet | https://arxiv.org/abs/2305.17654v1 | SSIM | 0.997 |
Dehazing > Image Dehazing | SOTS Indoor | C2PNet | https://arxiv.org/abs/2303.14218v2 | PSNR | 42.56 |
Dehazing > Image Dehazing | SOTS Indoor | C2PNet | https://arxiv.org/abs/2303.14218v2 | SSIM | 0.9954 |
Dehazing > Image Dehazing | SOTS Indoor | FSNet | https://ieeexplore.ieee.org/document/10310164 | PSNR | 42.45 |
Dehazing > Image Dehazing | SOTS Indoor | FSNet | https://ieeexplore.ieee.org/document/10310164 | SSIM | 0.997 |
Dehazing > Image Dehazing | SOTS Indoor | ChaIR | https://www.sciencedirect.com/science/article/abs/pii/S0950705123009061 | PSNR | 41.95 |
Dehazing > Image Dehazing | SOTS Indoor | ChaIR | https://www.sciencedirect.com/science/article/abs/pii/S0950705123009061 | SSIM | 0.997 |
Dehazing > Image Dehazing | SOTS Indoor | SAD-Net | https://www.nature.com/articles/s41598-025-92061-1 | PSNR | 41.71 |
Dehazing > Image Dehazing | SOTS Indoor | SAD-Net | https://www.nature.com/articles/s41598-025-92061-1 | SSIM | 0.993 |
Dehazing > Image Dehazing | SOTS Indoor | DSANet | https://www.sciencedirect.com/science/article/pii/S0893608023006974 | PSNR | 41.36 |
Dehazing > Image Dehazing | SOTS Indoor | DSANet | https://www.sciencedirect.com/science/article/pii/S0893608023006974 | SSIM | 0.997 |
Dehazing > Image Dehazing | SOTS Indoor | gUNet-D | https://arxiv.org/abs/2209.11448v1 | PSNR | 41.34 |
Dehazing > Image Dehazing | SOTS Indoor | gUNet-D | https://arxiv.org/abs/2209.11448v1 | SSIM | 0.996 |
Dehazing > Image Dehazing | SOTS Indoor | DEA-Net-CR | https://arxiv.org/abs/2301.04805v1 | PSNR | 41.31 |
Dehazing > Image Dehazing | SOTS Indoor | DEA-Net-CR | https://arxiv.org/abs/2301.04805v1 | SSIM | 0.9945 |
Dehazing > Image Dehazing | SOTS Indoor | SFNet | https://openreview.net/forum?id=tyZ1ChGZIKO | PSNR | 41.24 |
Dehazing > Image Dehazing | SOTS Indoor | SFNet | https://openreview.net/forum?id=tyZ1ChGZIKO | SSIM | 0.996 |
Dehazing > Image Dehazing | SOTS Indoor | IRNeXt | https://openreview.net/forum?id=MZkbgahv4a | PSNR | 41.21 |
Dehazing > Image Dehazing | SOTS Indoor | IRNeXt | https://openreview.net/forum?id=MZkbgahv4a | SSIM | 0.996 |
Dehazing > Image Dehazing | SOTS Indoor | FocalNet | http://openaccess.thecvf.com//content/ICCV2023/html/Cui_Focal_Network_for_Image_Restoration_ICCV_2023_paper.html | PSNR | 40.82 |
Dehazing > Image Dehazing | SOTS Indoor | FocalNet | http://openaccess.thecvf.com//content/ICCV2023/html/Cui_Focal_Network_for_Image_Restoration_ICCV_2023_paper.html | SSIM | 0.996 |
Dehazing > Image Dehazing | SOTS Indoor | OKNet | https://ojs.aaai.org/index.php/AAAI/article/view/27907 | PSNR | 40.79 |
Dehazing > Image Dehazing | SOTS Indoor | OKNet | https://ojs.aaai.org/index.php/AAAI/article/view/27907 | SSIM | 0.996 |
Dehazing > Image Dehazing | SOTS Indoor | SANet | https://www.ijcai.org/proceedings/2023/72 | PSNR | 40.40 |
Dehazing > Image Dehazing | SOTS Indoor | SANet | https://www.ijcai.org/proceedings/2023/72 | SSIM | 0.996 |
Dehazing > Image Dehazing | SOTS Indoor | DehazeFormer-L | https://arxiv.org/abs/2204.03883v1 | PSNR | 40.05 |
Dehazing > Image Dehazing | SOTS Indoor | DehazeFormer-L | https://arxiv.org/abs/2204.03883v1 | SSIM | 0.996 |
Dehazing > Image Dehazing | SOTS Indoor | MaIR | https://arxiv.org/abs/2412.20066v1 | PSNR | 39.45 |
Dehazing > Image Dehazing | SOTS Indoor | MaIR | https://arxiv.org/abs/2412.20066v1 | SSIM | 0.997 |
Dehazing > Image Dehazing | SOTS Indoor | HDM | https://dl.acm.org/doi/abs/10.1145/3503161.3548322 | PSNR | 38.56 |
Dehazing > Image Dehazing | SOTS Indoor | HDM | https://dl.acm.org/doi/abs/10.1145/3503161.3548322 | SSIM | 0.991 |
Dehazing > Image Dehazing | SOTS Indoor | PMNet | https://arxiv.org/abs/2111.09733v1 | PSNR | 38.41 |
Dehazing > Image Dehazing | SOTS Indoor | PMNet | https://arxiv.org/abs/2111.09733v1 | SSIM | 0.99 |
Dehazing > Image Dehazing | SOTS Indoor | MAXIM-2S | https://arxiv.org/abs/2201.02973v2 | PSNR | 38.11 |
Dehazing > Image Dehazing | SOTS Indoor | AECR-Net | https://arxiv.org/abs/2104.09367v1 | PSNR | 37.17 |
Dehazing > Image Dehazing | SOTS Indoor | AECR-Net | https://arxiv.org/abs/2104.09367v1 | SSIM | 0.990 |
Dehazing > Image Dehazing | SOTS Indoor | U2-Former | https://arxiv.org/abs/2112.02279v2 | PSNR | 36.42 |
Dehazing > Image Dehazing | SOTS Indoor | U2-Former | https://arxiv.org/abs/2112.02279v2 | SSIM | 0.988 |
Dehazing > Image Dehazing | SOTS Indoor | FFA-Net | https://arxiv.org/abs/1911.07559v2 | PSNR | 36.39 |
Dehazing > Image Dehazing | SOTS Indoor | FFA-Net | https://arxiv.org/abs/1911.07559v2 | SSIM | 0.989 |
Dehazing > Image Dehazing | SOTS Indoor | CL2S | https://arxiv.org/abs/2405.15817v1 | PSNR | 35.36 |
Dehazing > Image Dehazing | SOTS Indoor | CL2S | https://arxiv.org/abs/2405.15817v1 | SSIM | 0.9808 |
Dehazing > Image Dehazing | SOTS Indoor | PFDN | https://www.ecva.net/papers/eccv_2020/papers_ECCV/html/7263_ECCV_2020_paper.php | PSNR | 32.68 |
Dehazing > Image Dehazing | SOTS Indoor | PFDN | https://www.ecva.net/papers/eccv_2020/papers_ECCV/html/7263_ECCV_2020_paper.php | SSIM | 0.976 |
Dehazing > Image Dehazing | SOTS Indoor | GridDehazeNet | https://arxiv.org/abs/1908.03245v1 | PSNR | 32.16 |
Dehazing > Image Dehazing | SOTS Indoor | GridDehazeNet | https://arxiv.org/abs/1908.03245v1 | SSIM | 0.984 |
Dehazing > Image Dehazing | SOTS Indoor | Uformer | https://arxiv.org/abs/2106.03106v2 | PSNR | 31.91 |
Dehazing > Image Dehazing | SOTS Indoor | Uformer | https://arxiv.org/abs/2106.03106v2 | SSIM | 0.971 |
Dehazing > Image Dehazing | SOTS Indoor | GCANet | http://arxiv.org/abs/1811.08747v2 | PSNR | 30.23 |
Dehazing > Image Dehazing | SOTS Indoor | GCANet | http://arxiv.org/abs/1811.08747v2 | SSIM | 0.98 |
Dehazing > Image Dehazing | SOTS Indoor | EMRA-Net | https://link.springer.com/article/10.1007/s11042-021-11081-x | PSNR | 25.72 |
Dehazing > Image Dehazing | SOTS Indoor | EMRA-Net | https://link.springer.com/article/10.1007/s11042-021-11081-x | SSIM | 0.9448 |
Dehazing > Image Dehazing | SOTS Indoor | EPDN | http://openaccess.thecvf.com/content_CVPR_2019/html/Qu_Enhanced_Pix2pix_Dehazing_Network_CVPR_2019_paper.html | PSNR | 25.06 |
Dehazing > Image Dehazing | SOTS Indoor | EPDN | http://openaccess.thecvf.com/content_CVPR_2019/html/Qu_Enhanced_Pix2pix_Dehazing_Network_CVPR_2019_paper.html | SSIM | 0.9232 |
Dehazing > Image Dehazing | SOTS Indoor | GFN | http://arxiv.org/abs/1804.00213v1 | PSNR | 22.30 |
Dehazing > Image Dehazing | SOTS Indoor | GFN | http://arxiv.org/abs/1804.00213v1 | SSIM | 0.880 |
Dehazing > Image Dehazing | SOTS Indoor | GMAN | https://arxiv.org/abs/1810.02862v2 | PSNR | 20.53 |
Dehazing > Image Dehazing | SOTS Indoor | GMAN | https://arxiv.org/abs/1810.02862v2 | SSIM | 0.8081 |
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