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 ⌀ |
|---|---|---|---|---|---|
10-shot image generation > Image Restoration > Blind Super-Resolution | Urban100 - 2x upscaling | DCLS | https://arxiv.org/abs/2202.07508v3 | PSNR | 31.69 |
10-shot image generation > Image Restoration > Blind Super-Resolution | Urban100 - 2x upscaling | DCLS | https://arxiv.org/abs/2202.07508v3 | SSIM | 0.9202 |
10-shot image generation > Image Restoration > Blind Super-Resolution | Urban100 - 2x upscaling | DAN | https://arxiv.org/abs/2010.02631v4 | PSNR | 30.6 |
10-shot image generation > Image Restoration > Blind Super-Resolution | Urban100 - 2x upscaling | DAN | https://arxiv.org/abs/2010.02631v4 | SSIM | 0.902 |
10-shot image generation > Image Restoration > Blind Super-Resolution | Urban100 - 2x upscaling | IKC | https://arxiv.org/abs/1904.03377v2 | PSNR | 30.36 |
10-shot image generation > Image Restoration > Blind Super-Resolution | Urban100 - 2x upscaling | IKC | https://arxiv.org/abs/1904.03377v2 | SSIM | 0.8949 |
10-shot image generation > Image Restoration > Blind Super-Resolution | Set14 - 2x upscaling | DCLS | https://arxiv.org/abs/2202.07508v3 | PSNR | 33.46 |
10-shot image generation > Image Restoration > Blind Super-Resolution | Set14 - 2x upscaling | DCLS | https://arxiv.org/abs/2202.07508v3 | SSIM | 0.9103 |
10-shot image generation > Image Restoration > Blind Super-Resolution | Set14 - 2x upscaling | DAN | https://arxiv.org/abs/2010.02631v4 | PSNR | 33.07 |
10-shot image generation > Image Restoration > Blind Super-Resolution | Set14 - 2x upscaling | DAN | https://arxiv.org/abs/2010.02631v4 | SSIM | 0.9068 |
10-shot image generation > Image Restoration > Blind Super-Resolution | Set14 - 2x upscaling | IKC | https://arxiv.org/abs/1904.03377v2 | PSNR | 32.82 |
10-shot image generation > Image Restoration > Blind Super-Resolution | Set14 - 2x upscaling | IKC | https://arxiv.org/abs/1904.03377v2 | SSIM | 0.8999 |
10-shot image generation > Image Restoration > Blind Super-Resolution | Urban100 - 4x upscaling | DCLS | https://arxiv.org/abs/2202.07508v3 | PSNR | 26.15 |
10-shot image generation > Image Restoration > Blind Super-Resolution | Urban100 - 4x upscaling | DCLS | https://arxiv.org/abs/2202.07508v3 | SSIM | 0.7809 |
10-shot image generation > Image Restoration > Blind Super-Resolution | Urban100 - 4x upscaling | DAN | https://arxiv.org/abs/2010.02631v4 | PSNR | 25.86 |
10-shot image generation > Image Restoration > Blind Super-Resolution | Urban100 - 4x upscaling | DAN | https://arxiv.org/abs/2010.02631v4 | SSIM | 0.7721 |
10-shot image generation > Image Restoration > Blind Super-Resolution | Urban100 - 4x upscaling | IKC | https://arxiv.org/abs/1904.03377v2 | PSNR | 25.33 |
10-shot image generation > Image Restoration > Blind Super-Resolution | Urban100 - 4x upscaling | IKC | https://arxiv.org/abs/1904.03377v2 | SSIM | 0.776 |
10-shot image generation > Image Restoration > Blind Super-Resolution | DIV2KRK - 4x upscaling | DCLS | https://arxiv.org/abs/2202.07508v3 | PSNR | 28.99 |
10-shot image generation > Image Restoration > Blind Super-Resolution | DIV2KRK - 4x upscaling | DCLS | https://arxiv.org/abs/2202.07508v3 | SSIM | 0.7946 |
10-shot image generation > Image Restoration > Blind Super-Resolution | DIV2KRK - 4x upscaling | DANv2 | https://arxiv.org/abs/2105.06878v1 | PSNR | 28.74 |
10-shot image generation > Image Restoration > Blind Super-Resolution | DIV2KRK - 4x upscaling | DANv2 | https://arxiv.org/abs/2105.06878v1 | SSIM | 0.7893 |
10-shot image generation > Image Restoration > Blind Super-Resolution | DIV2KRK - 4x upscaling | AdaTarget | http://openaccess.thecvf.com//content/CVPR2021/html/Jo_Tackling_the_Ill-Posedness_of_Super-Resolution_Through_Adaptive_Target_Generation_CVPR_2021_paper.html | PSNR | 28.42 |
10-shot image generation > Image Restoration > Blind Super-Resolution | DIV2KRK - 4x upscaling | AdaTarget | http://openaccess.thecvf.com//content/CVPR2021/html/Jo_Tackling_the_Ill-Posedness_of_Super-Resolution_Through_Adaptive_Target_Generation_CVPR_2021_paper.html | SSIM | 0.7854 |
10-shot image generation > Image Restoration > Blind Super-Resolution | DIV2KRK - 4x upscaling | KOALAnet | https://arxiv.org/abs/2012.08103v3 | PSNR | 27.77 |
10-shot image generation > Image Restoration > Blind Super-Resolution | DIV2KRK - 4x upscaling | KOALAnet | https://arxiv.org/abs/2012.08103v3 | SSIM | 0.7637 |
10-shot image generation > Image Restoration > Blind Super-Resolution | DIV2KRK - 4x upscaling | PerPix | https://ieeexplore.ieee.org/document/9615068 | PSNR | 27.69 |
10-shot image generation > Image Restoration > Blind Super-Resolution | DIV2KRK - 4x upscaling | PerPix | https://ieeexplore.ieee.org/document/9615068 | SSIM | 0.7820 |
10-shot image generation > Image Restoration > Blind Super-Resolution | DIV2KRK - 4x upscaling | DANv1 | https://arxiv.org/abs/2010.02631v4 | PSNR | 27.55 |
10-shot image generation > Image Restoration > Blind Super-Resolution | DIV2KRK - 4x upscaling | DANv1 | https://arxiv.org/abs/2010.02631v4 | SSIM | 0.7582 |
10-shot image generation > Image Restoration > Blind Super-Resolution | Set14 - 3x upscaling | DCLS | https://arxiv.org/abs/2202.07508v3 | PSNR | 30.29 |
10-shot image generation > Image Restoration > Blind Super-Resolution | Set14 - 3x upscaling | DCLS | https://arxiv.org/abs/2202.07508v3 | SSIM | 0.8329 |
10-shot image generation > Image Restoration > Blind Super-Resolution | Set14 - 3x upscaling | IKC | https://arxiv.org/abs/1904.03377v2 | PSNR | 29.46 |
10-shot image generation > Image Restoration > Blind Super-Resolution | Set14 - 3x upscaling | IKC | https://arxiv.org/abs/1904.03377v2 | SSIM | 0.8229 |
10-shot image generation > Image Restoration > Blind Super-Resolution | Urban100 - 3x upscaling | DCLS | https://arxiv.org/abs/2202.07508v3 | PSNR | 28.03 |
10-shot image generation > Image Restoration > Blind Super-Resolution | Urban100 - 3x upscaling | DCLS | https://arxiv.org/abs/2202.07508v3 | SSIM | 0.8444 |
10-shot image generation > Image Restoration > Blind Super-Resolution | Urban100 - 3x upscaling | IKC | https://arxiv.org/abs/1904.03377v2 | PSNR | 25.94 |
10-shot image generation > Image Restoration > Blind Super-Resolution | Urban100 - 3x upscaling | IKC | https://arxiv.org/abs/1904.03377v2 | SSIM | 0.8165 |
10-shot image generation > Image Restoration > Blind Super-Resolution | DIV2KRK - 2x upscaling | DCLS | https://arxiv.org/abs/2202.07508v3 | PSNR | 32.75 |
10-shot image generation > Image Restoration > Blind Super-Resolution | DIV2KRK - 2x upscaling | DCLS | https://arxiv.org/abs/2202.07508v3 | SSIM | 0.9094 |
10-shot image generation > Image Restoration > Blind Super-Resolution | DIV2KRK - 2x upscaling | DAN | https://arxiv.org/abs/2010.02631v4 | PSNR | 32.56 |
10-shot image generation > Image Restoration > Blind Super-Resolution | DIV2KRK - 2x upscaling | DAN | https://arxiv.org/abs/2010.02631v4 | SSIM | 0.8997 |
10-shot image generation > Image Restoration > Blind Super-Resolution | DIV2KRK - 2x upscaling | KOALAnet | https://arxiv.org/abs/2012.08103v3 | PSNR | 31.89 |
10-shot image generation > Image Restoration > Blind Super-Resolution | DIV2KRK - 2x upscaling | KOALAnet | https://arxiv.org/abs/2012.08103v3 | SSIM | 0.8852 |
10-shot image generation > Image Restoration > Blind Super-Resolution | DIV2KRK - 2x upscaling | Enhanced-KernelGAN-DIP + ZSSR | https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=9762718 | PSNR | 31.62 |
10-shot image generation > Image Restoration > Blind Super-Resolution | DIV2KRK - 2x upscaling | Enhanced-KernelGAN-DIP + ZSSR | https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=9762718 | SSIM | 0.8874 |
10-shot image generation > Image Restoration > Blind Super-Resolution | DIV2KRK - 2x upscaling | KernelGAN+ZSSR | https://arxiv.org/abs/1909.06581v6 | PSNR | 30.36 |
10-shot image generation > Image Restoration > Blind Super-Resolution | DIV2KRK - 2x upscaling | KernelGAN+ZSSR | https://arxiv.org/abs/1909.06581v6 | SSIM | 0.8669 |
10-shot image generation > Image Restoration > Blind Super-Resolution | Manga109 - 2x upscaling | DCLS | https://arxiv.org/abs/2202.07508v3 | PSNR | 38.31 |
10-shot image generation > Image Restoration > Blind Super-Resolution | Manga109 - 2x upscaling | DCLS | https://arxiv.org/abs/2202.07508v3 | SSIM | 0.974 |
10-shot image generation > Image Restoration > Blind Super-Resolution | Manga109 - 2x upscaling | DAN | https://arxiv.org/abs/2010.02631v4 | PSNR | 37.23 |
10-shot image generation > Image Restoration > Blind Super-Resolution | Manga109 - 2x upscaling | DAN | https://arxiv.org/abs/2010.02631v4 | SSIM | 0.971 |
10-shot image generation > Image Restoration > Blind Super-Resolution | Manga109 - 2x upscaling | IKC | https://arxiv.org/abs/1904.03377v2 | PSNR | 36.06 |
10-shot image generation > Image Restoration > Blind Super-Resolution | Manga109 - 2x upscaling | IKC | https://arxiv.org/abs/1904.03377v2 | SSIM | 0.9474 |
10-shot image generation > Image Restoration > Blind Super-Resolution | Manga109 - 3x upscaling | DCLS | https://arxiv.org/abs/2202.07508v3 | PSNR | 33.54 |
10-shot image generation > Image Restoration > Blind Super-Resolution | Manga109 - 3x upscaling | DCLS | https://arxiv.org/abs/2202.07508v3 | SSIM | 0.9414 |
10-shot image generation > Image Restoration > Blind Super-Resolution | Manga109 - 3x upscaling | IKC | https://arxiv.org/abs/1904.03377v2 | PSNR | 28.21 |
10-shot image generation > Image Restoration > Blind Super-Resolution | Manga109 - 3x upscaling | IKC | https://arxiv.org/abs/1904.03377v2 | SSIM | 0.8739 |
10-shot image generation > Image Restoration > Blind Super-Resolution | BSD100 - 3x upscaling | DCLS | https://arxiv.org/abs/2202.07508v3 | PSNR | 29.07 |
10-shot image generation > Image Restoration > Blind Super-Resolution | BSD100 - 3x upscaling | DCLS | https://arxiv.org/abs/2202.07508v3 | SSIM | 0.7956 |
10-shot image generation > Image Restoration > Blind Super-Resolution | BSD100 - 3x upscaling | IKC | https://arxiv.org/abs/1904.03377v2 | PSNR | 28.56 |
10-shot image generation > Image Restoration > Blind Super-Resolution | BSD100 - 3x upscaling | IKC | https://arxiv.org/abs/1904.03377v2 | SSIM | 0.8493 |
10-shot image generation > Image Restoration > Spectral Reconstruction | KAIST | SSR | http://openaccess.thecvf.com//content/CVPR2024/html/Zhang_Improving_Spectral_Snapshot_Reconstruction_with_Spectral-Spatial_Rectification_CVPR_2024_paper.html | PSNR | 40.69 |
10-shot image generation > Image Restoration > Spectral Reconstruction | KAIST | SSR | http://openaccess.thecvf.com//content/CVPR2024/html/Zhang_Improving_Spectral_Snapshot_Reconstruction_with_Spectral-Spatial_Rectification_CVPR_2024_paper.html | SSIM | 0.978 |
10-shot image generation > Image Restoration > Spectral Reconstruction | KAIST | DPU | http://openaccess.thecvf.com//content/CVPR2024/html/Zhang_Dual_Prior_Unfolding_for_Snapshot_Compressive_Imaging_CVPR_2024_paper.html | PSNR | 40.52 |
10-shot image generation > Image Restoration > Spectral Reconstruction | KAIST | DPU | http://openaccess.thecvf.com//content/CVPR2024/html/Zhang_Dual_Prior_Unfolding_for_Snapshot_Compressive_Imaging_CVPR_2024_paper.html | SSIM | 0.977 |
10-shot image generation > Image Restoration > Spectral Reconstruction | KAIST | RDLUF | https://arxiv.org/abs/2211.06891v3 | PSNR | 39.57 |
10-shot image generation > Image Restoration > Spectral Reconstruction | KAIST | RDLUF | https://arxiv.org/abs/2211.06891v3 | SSIM | 0.974 |
10-shot image generation > Image Restoration > Spectral Reconstruction | KAIST | RCUMP | null | PSNR | 38.96 |
10-shot image generation > Image Restoration > Spectral Reconstruction | KAIST | RCUMP | null | SSIM | 0.969 |
10-shot image generation > Image Restoration > Spectral Reconstruction | KAIST | DAUHST-9stg | https://arxiv.org/abs/2205.10102v3 | PSNR | 38.36 |
10-shot image generation > Image Restoration > Spectral Reconstruction | KAIST | DAUHST-9stg | https://arxiv.org/abs/2205.10102v3 | SSIM | 0.967 |
10-shot image generation > Image Restoration > Spectral Reconstruction | KAIST | CST-L | https://arxiv.org/abs/2203.04845v3 | PSNR | 36.12 |
10-shot image generation > Image Restoration > Spectral Reconstruction | KAIST | CST-L | https://arxiv.org/abs/2203.04845v3 | SSIM | 0.957 |
10-shot image generation > Image Restoration > Spectral Reconstruction | KAIST | MST++ | https://arxiv.org/abs/2204.07908v1 | PSNR | 35.99 |
10-shot image generation > Image Restoration > Spectral Reconstruction | KAIST | MST++ | https://arxiv.org/abs/2204.07908v1 | SSIM | 0.951 |
10-shot image generation > Image Restoration > Spectral Reconstruction | KAIST | MST-L | https://arxiv.org/abs/2111.07910v2 | PSNR | 35.18 |
10-shot image generation > Image Restoration > Spectral Reconstruction | KAIST | MST-L | https://arxiv.org/abs/2111.07910v2 | SSIM | 0.948 |
10-shot image generation > Image Restoration > Spectral Reconstruction | KAIST | HDNet | https://arxiv.org/abs/2203.02149v2 | PSNR | 34.97 |
10-shot image generation > Image Restoration > Spectral Reconstruction | KAIST | HDNet | https://arxiv.org/abs/2203.02149v2 | SSIM | 0.943 |
10-shot image generation > Image Restoration > Spectral Reconstruction | KAIST | BiSRNet | null | PSNR | 29.76 |
10-shot image generation > Image Restoration > Spectral Reconstruction | KAIST | BiSRNet | null | SSIM | 0.837 |
10-shot image generation > Image Restoration > Spectral Reconstruction | CAVE | SSR | http://openaccess.thecvf.com//content/CVPR2024/html/Zhang_Improving_Spectral_Snapshot_Reconstruction_with_Spectral-Spatial_Rectification_CVPR_2024_paper.html | PSNR | 40.69 |
10-shot image generation > Image Restoration > Spectral Reconstruction | CAVE | SSR | http://openaccess.thecvf.com//content/CVPR2024/html/Zhang_Improving_Spectral_Snapshot_Reconstruction_with_Spectral-Spatial_Rectification_CVPR_2024_paper.html | SSIM | 0.978 |
10-shot image generation > Image Restoration > Spectral Reconstruction | CAVE | DPU | http://openaccess.thecvf.com//content/CVPR2024/html/Zhang_Dual_Prior_Unfolding_for_Snapshot_Compressive_Imaging_CVPR_2024_paper.html | PSNR | 40.52 |
10-shot image generation > Image Restoration > Spectral Reconstruction | CAVE | DPU | http://openaccess.thecvf.com//content/CVPR2024/html/Zhang_Dual_Prior_Unfolding_for_Snapshot_Compressive_Imaging_CVPR_2024_paper.html | SSIM | 0.977 |
10-shot image generation > Image Restoration > Spectral Reconstruction | CAVE | RDLUF | https://arxiv.org/abs/2211.06891v3 | PSNR | 39.57 |
10-shot image generation > Image Restoration > Spectral Reconstruction | CAVE | RDLUF | https://arxiv.org/abs/2211.06891v3 | SSIM | 0.974 |
10-shot image generation > Image Restoration > Spectral Reconstruction | CAVE | RCUMP | null | PSNR | 38.96 |
10-shot image generation > Image Restoration > Spectral Reconstruction | CAVE | RCUMP | null | SSIM | 0.969 |
10-shot image generation > Image Restoration > Spectral Reconstruction | CAVE | DAUHST-9stg | https://arxiv.org/abs/2205.10102v3 | PSNR | 38.36 |
10-shot image generation > Image Restoration > Spectral Reconstruction | CAVE | DAUHST-9stg | https://arxiv.org/abs/2205.10102v3 | SSIM | 0.967 |
10-shot image generation > Image Restoration > Spectral Reconstruction | CAVE | CST-L | https://arxiv.org/abs/2203.04845v3 | PSNR | 36.12 |
10-shot image generation > Image Restoration > Spectral Reconstruction | CAVE | CST-L | https://arxiv.org/abs/2203.04845v3 | SSIM | 0.957 |
10-shot image generation > Image Restoration > Spectral Reconstruction | CAVE | MST++ | https://arxiv.org/abs/2204.07908v1 | PSNR | 35.99 |
10-shot image generation > Image Restoration > Spectral Reconstruction | CAVE | MST++ | https://arxiv.org/abs/2204.07908v1 | SSIM | 0.951 |
10-shot image generation > Image Restoration > Spectral Reconstruction | CAVE | MST-L | https://arxiv.org/abs/2111.07910v2 | PSNR | 35.18 |
10-shot image generation > Image Restoration > Spectral Reconstruction | CAVE | MST-L | https://arxiv.org/abs/2111.07910v2 | SSIM | 0.948 |
10-shot image generation > Image Restoration > Spectral Reconstruction | CAVE | HDNet | https://arxiv.org/abs/2203.02149v2 | PSNR | 34.97 |
10-shot image generation > Image Restoration > Spectral Reconstruction | CAVE | HDNet | https://arxiv.org/abs/2203.02149v2 | SSIM | 0.943 |
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