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 > Spectral Reconstruction | CAVE | BiSRNet | null | PSNR | 29.76 |
10-shot image generation > Image Restoration > Spectral Reconstruction | CAVE | BiSRNet | null | SSIM | 0.837 |
10-shot image generation > Image Restoration > Spectral Reconstruction | Real HSI | DAUHST-9stg | https://arxiv.org/abs/2205.10102v3 | User Study Score | 15 |
10-shot image generation > Image Restoration > Spectral Reconstruction | Real HSI | DPU | http://openaccess.thecvf.com//content/CVPR2024/html/Zhang_Dual_Prior_Unfolding_for_Snapshot_Compressive_Imaging_CVPR_2024_paper.html | User Study Score | 15 |
10-shot image generation > Image Restoration > Spectral Reconstruction | Real HSI | SSR | http://openaccess.thecvf.com//content/CVPR2024/html/Zhang_Improving_Spectral_Snapshot_Reconstruction_with_Spectral-Spatial_Rectification_CVPR_2024_paper.html | User Study Score | 15 |
10-shot image generation > Image Restoration > Spectral Reconstruction | Real HSI | CST-L | https://arxiv.org/abs/2203.04845v3 | User Study Score | 14 |
10-shot image generation > Image Restoration > Spectral Reconstruction | Real HSI | MST++ | https://arxiv.org/abs/2204.07908v1 | User Study Score | 13 |
10-shot image generation > Image Restoration > Spectral Reconstruction | Real HSI | MST | https://arxiv.org/abs/2111.07910v2 | User Study Score | 12 |
10-shot image generation > Image Restoration > Spectral Reconstruction | Real HSI | HDNet | https://arxiv.org/abs/2203.02149v2 | User Study Score | 11 |
10-shot image generation > Image Restoration > Spectral Reconstruction | Real HSI | BiSCI | null | User Study Score | 10 |
10-shot image generation > Image Restoration > Spectral Reconstruction | Real HSI | TSA-Net | https://www.ecva.net/papers/eccv_2020/papers_ECCV/html/4272_ECCV_2020_paper.php | User Study Score | 9 |
10-shot image generation > Image Restoration > Spectral Reconstruction | ARAD-1K | MST++ | https://arxiv.org/abs/2204.07908v1 | PSNR | 34.32 |
10-shot image generation > Image Restoration > Spectral Reconstruction | ARAD-1K | MST++ | https://arxiv.org/abs/2204.07908v1 | MRAE | 0.1645 |
10-shot image generation > Image Restoration > Spectral Reconstruction | ARAD-1K | MST++ | https://arxiv.org/abs/2204.07908v1 | RMSE | 0.0248 |
10-shot image generation > Image Restoration > Spectral Reconstruction | ARAD-1K | MST-L | https://arxiv.org/abs/2111.07910v2 | PSNR | 33.90 |
10-shot image generation > Image Restoration > Spectral Reconstruction | ARAD-1K | MST-L | https://arxiv.org/abs/2111.07910v2 | MRAE | 0.1772 |
10-shot image generation > Image Restoration > Spectral Reconstruction | ARAD-1K | MST-L | https://arxiv.org/abs/2111.07910v2 | RMSE | 0.0256 |
10-shot image generation > Image Restoration > Spectral Reconstruction | ARAD-1K | MPRNet | https://arxiv.org/abs/2102.02808v2 | PSNR | 33.50 |
10-shot image generation > Image Restoration > Spectral Reconstruction | ARAD-1K | MPRNet | https://arxiv.org/abs/2102.02808v2 | MRAE | 0.1817 |
10-shot image generation > Image Restoration > Spectral Reconstruction | ARAD-1K | MPRNet | https://arxiv.org/abs/2102.02808v2 | RMSE | 0.0270 |
10-shot image generation > Image Restoration > Spectral Reconstruction | ARAD-1K | Restormer | https://arxiv.org/abs/2111.09881v2 | PSNR | 33.40 |
10-shot image generation > Image Restoration > Spectral Reconstruction | ARAD-1K | Restormer | https://arxiv.org/abs/2111.09881v2 | MRAE | 0.1833 |
10-shot image generation > Image Restoration > Spectral Reconstruction | ARAD-1K | Restormer | https://arxiv.org/abs/2111.09881v2 | RMSE | 0.0274 |
10-shot image generation > Image Restoration > Spectral Reconstruction | ARAD-1K | MIRNet | https://arxiv.org/abs/2003.06792v2 | PSNR | 33.29 |
10-shot image generation > Image Restoration > Spectral Reconstruction | ARAD-1K | MIRNet | https://arxiv.org/abs/2003.06792v2 | MRAE | 0.1890 |
10-shot image generation > Image Restoration > Spectral Reconstruction | ARAD-1K | MIRNet | https://arxiv.org/abs/2003.06792v2 | RMSE | 0.0274 |
10-shot image generation > Image Restoration > Spectral Reconstruction | ARAD-1K | HINet | https://arxiv.org/abs/2105.06086v2 | PSNR | 32.51 |
10-shot image generation > Image Restoration > Spectral Reconstruction | ARAD-1K | HINet | https://arxiv.org/abs/2105.06086v2 | MRAE | 0.2032 |
10-shot image generation > Image Restoration > Spectral Reconstruction | ARAD-1K | HINet | https://arxiv.org/abs/2105.06086v2 | RMSE | 0.0303 |
10-shot image generation > Image Restoration > Spectral Reconstruction | ARAD-1K | HDNet | https://arxiv.org/abs/2203.02149v2 | PSNR | 32.13 |
10-shot image generation > Image Restoration > Spectral Reconstruction | ARAD-1K | HDNet | https://arxiv.org/abs/2203.02149v2 | MRAE | 0.2048 |
10-shot image generation > Image Restoration > Spectral Reconstruction | ARAD-1K | HDNet | https://arxiv.org/abs/2203.02149v2 | RMSE | 0.0317 |
10-shot image generation > Image Restoration > Spectral Reconstruction | ARAD-1K | AWAN | https://arxiv.org/abs/2201.06823v1 | PSNR | 31.22 |
10-shot image generation > Image Restoration > Spectral Reconstruction | ARAD-1K | AWAN | https://arxiv.org/abs/2201.06823v1 | MRAE | 0.2500 |
10-shot image generation > Image Restoration > Spectral Reconstruction | ARAD-1K | AWAN | https://arxiv.org/abs/2201.06823v1 | RMSE | 0.0367 |
10-shot image generation > Image Restoration > Spectral Reconstruction | ARAD-1K | EDSR | http://arxiv.org/abs/1707.02921v1 | PSNR | 28.29 |
10-shot image generation > Image Restoration > Spectral Reconstruction | ARAD-1K | EDSR | http://arxiv.org/abs/1707.02921v1 | MRAE | 0.3277 |
10-shot image generation > Image Restoration > Spectral Reconstruction | ARAD-1K | EDSR | http://arxiv.org/abs/1707.02921v1 | RMSE | 0.0437 |
10-shot image generation > Image Restoration > Spectral Reconstruction | ARAD-1K | HRNet | https://arxiv.org/abs/2005.04703v1 | PSNR | 26.89 |
10-shot image generation > Image Restoration > Spectral Reconstruction | ARAD-1K | HRNet | https://arxiv.org/abs/2005.04703v1 | MRAE | 0.3476 |
10-shot image generation > Image Restoration > Spectral Reconstruction | ARAD-1K | HRNet | https://arxiv.org/abs/2005.04703v1 | RMSE | 0.0550 |
10-shot image generation > Image Restoration > Spectral Reconstruction | ARAD-1K | HSCNN+ | https://aclanthology.org/2020.emnlp-main.545 | PSNR | 26.36 |
10-shot image generation > Image Restoration > Spectral Reconstruction | ARAD-1K | HSCNN+ | https://aclanthology.org/2020.emnlp-main.545 | MRAE | 0.3814 |
10-shot image generation > Image Restoration > Spectral Reconstruction | ARAD-1K | HSCNN+ | https://aclanthology.org/2020.emnlp-main.545 | RMSE | 0.0588 |
10-shot image generation > Image Restoration > Underwater Image Restoration | LSUI | CE-VAE | https://arxiv.org/abs/2406.01294v2 | PSNR | 24.49 |
10-shot image generation > Image Restoration > Underwater Image Restoration | LSUI | U-shape Transformer | https://arxiv.org/abs/2111.11843v6 | PSNR | 24.16 |
10-shot image generation > Image Restoration > Underwater Image Restoration | LSUI | Ucolor | https://arxiv.org/abs/2104.13015v1 | PSNR | 22.91 |
10-shot image generation > Image Restoration > Underwater Image Restoration | LSUI | UGAN | http://arxiv.org/abs/1801.04011v1 | PSNR | 19.79 |
10-shot image generation > Image Restoration > Underwater Image Restoration | LSUI | FUnIE | https://arxiv.org/abs/1903.09766v3 | PSNR | 19.37 |
10-shot image generation > Image Restoration > Underwater Image Restoration | LSUI | WaterNet | https://arxiv.org/abs/1901.05495v2 | PSNR | 17.73 |
10-shot image generation > Image Restoration > Flare Removal | Flare7K | Kotp et al | https://ieeexplore.ieee.org/document/10446006 | PSNR | 27.662 |
10-shot image generation > Image Restoration > Flare Removal | Flare7K | Kotp et al | https://ieeexplore.ieee.org/document/10446006 | SSIM | 0.897 |
10-shot image generation > Image Restoration > Flare Removal | Flare7K | Kotp et al | https://ieeexplore.ieee.org/document/10446006 | LPIPS | 0.0422 |
10-shot image generation > Image Restoration > Flare Removal | Flare7K | FF-Former | https://openaccess.thecvf.com/content/CVPR2023W/MIPI/papers/Zhang_FF-Former_Swin_Fourier_Transformer_for_Nighttime_Flare_Removal_CVPRW_2023_paper.pdf | PSNR | 27.35 |
10-shot image generation > Image Restoration > Flare Removal | Flare7K | FF-Former | https://openaccess.thecvf.com/content/CVPR2023W/MIPI/papers/Zhang_FF-Former_Swin_Fourier_Transformer_for_Nighttime_Flare_Removal_CVPRW_2023_paper.pdf | SSIM | 0.901 |
10-shot image generation > Image Restoration > Flare Removal | Flare7K | FF-Former | https://openaccess.thecvf.com/content/CVPR2023W/MIPI/papers/Zhang_FF-Former_Swin_Fourier_Transformer_for_Nighttime_Flare_Removal_CVPRW_2023_paper.pdf | LPIPS | 0.044 |
10-shot image generation > Image Restoration > Flare Removal | Flare7K | Uformer | https://arxiv.org/abs/2210.06570v1 | PSNR | 26.98 |
10-shot image generation > Image Restoration > Flare Removal | Flare7K | Uformer | https://arxiv.org/abs/2210.06570v1 | SSIM | 0.890 |
10-shot image generation > Image Restoration > Flare Removal | Flare7K | Uformer | https://arxiv.org/abs/2210.06570v1 | LPIPS | 0.047 |
10-shot image generation > Image Restoration > Flare Removal | Flare7K | HINet | https://arxiv.org/abs/2210.06570v1 | PSNR | 26.74 |
10-shot image generation > Image Restoration > Flare Removal | Flare7K | HINet | https://arxiv.org/abs/2210.06570v1 | SSIM | 0.882 |
10-shot image generation > Image Restoration > Flare Removal | Flare7K | HINet | https://arxiv.org/abs/2210.06570v1 | LPIPS | 0.048 |
10-shot image generation > Image Restoration > Flare Removal | Flare7K | Restormer | https://arxiv.org/abs/2210.06570v1 | PSNR | 26.28 |
10-shot image generation > Image Restoration > Flare Removal | Flare7K | Restormer | https://arxiv.org/abs/2210.06570v1 | SSIM | 0.883 |
10-shot image generation > Image Restoration > Flare Removal | Flare7K | Restormer | https://arxiv.org/abs/2210.06570v1 | LPIPS | 0.054 |
10-shot image generation > Image Restoration > Flare Removal | Flare7K | MPRNet | https://arxiv.org/abs/2210.06570v1 | PSNR | 26.14 |
10-shot image generation > Image Restoration > Flare Removal | Flare7K | MPRNet | https://arxiv.org/abs/2210.06570v1 | SSIM | 0.878 |
10-shot image generation > Image Restoration > Flare Removal | Flare7K | MPRNet | https://arxiv.org/abs/2210.06570v1 | LPIPS | 0.050 |
10-shot image generation > Image Restoration > Flare Removal | Flare7K | U-Net | https://arxiv.org/abs/2210.06570v1 | PSNR | 26.11 |
10-shot image generation > Image Restoration > Flare Removal | Flare7K | U-Net | https://arxiv.org/abs/2210.06570v1 | SSIM | 0.879 |
10-shot image generation > Image Restoration > Flare Removal | Flare7K | U-Net | https://arxiv.org/abs/2210.06570v1 | LPIPS | 0.055 |
10-shot image generation > Image Restoration > Flare Removal | Flare7K | Wu | https://arxiv.org/abs/2210.06570v1 | PSNR | 24.61 |
10-shot image generation > Image Restoration > Flare Removal | Flare7K | Wu | https://arxiv.org/abs/2210.06570v1 | SSIM | 0.871 |
10-shot image generation > Image Restoration > Flare Removal | Flare7K | Wu | https://arxiv.org/abs/2210.06570v1 | LPIPS | 0.060 |
10-shot image generation > Image Restoration > Flare Removal | Flare7K | Zhang | https://arxiv.org/abs/2210.06570v1 | PSNR | 21.02 |
10-shot image generation > Image Restoration > Flare Removal | Flare7K | Zhang | https://arxiv.org/abs/2210.06570v1 | SSIM | 0.784 |
10-shot image generation > Image Restoration > Flare Removal | Flare7K | Zhang | https://arxiv.org/abs/2210.06570v1 | LPIPS | 0.174 |
10-shot image generation > Image Restoration > Flare Removal | Flare7K | Sharma | https://arxiv.org/abs/2210.06570v1 | PSNR | 20.49 |
10-shot image generation > Image Restoration > Flare Removal | Flare7K | Sharma | https://arxiv.org/abs/2210.06570v1 | SSIM | 0.826 |
10-shot image generation > Image Restoration > Flare Removal | Flare7K | Sharma | https://arxiv.org/abs/2210.06570v1 | LPIPS | 0.112 |
10-shot image generation > Image Restoration > JPEG Artifact Correction | Live1 (Quality 10 Grayscale) | Hi-IR | https://arxiv.org/abs/2411.18588v1 | PSNR | 29.94 |
10-shot image generation > Image Restoration > JPEG Artifact Correction | Live1 (Quality 10 Grayscale) | Hi-IR | https://arxiv.org/abs/2411.18588v1 | SSIM | 0.8359 |
10-shot image generation > Image Restoration > JPEG Artifact Correction | Live1 (Quality 10 Grayscale) | FBCNN | https://arxiv.org/abs/2109.14573v1 | PSNR | 29.75 |
10-shot image generation > Image Restoration > JPEG Artifact Correction | Live1 (Quality 10 Grayscale) | FBCNN | https://arxiv.org/abs/2109.14573v1 | PSNR-B | 29.40 |
10-shot image generation > Image Restoration > JPEG Artifact Correction | Live1 (Quality 10 Grayscale) | FBCNN | https://arxiv.org/abs/2109.14573v1 | SSIM | 0.827 |
10-shot image generation > Image Restoration > JPEG Artifact Correction | Live1 (Quality 10 Grayscale) | IDCN | https://arxiv.org/abs/1810.08042v3 | PSNR | 29.71 |
10-shot image generation > Image Restoration > JPEG Artifact Correction | Live1 (Quality 10 Grayscale) | IDCN | https://arxiv.org/abs/1810.08042v3 | PSNR-B | 29.66 |
10-shot image generation > Image Restoration > JPEG Artifact Correction | Live1 (Quality 10 Grayscale) | IDCN | https://arxiv.org/abs/1810.08042v3 | SSIM | 0.838 |
10-shot image generation > Image Restoration > JPEG Artifact Correction | Live1 (Quality 10 Grayscale) | Residual Dense Network + | https://arxiv.org/abs/1812.10477v2 | PSNR | 29.7 |
10-shot image generation > Image Restoration > JPEG Artifact Correction | Live1 (Quality 10 Grayscale) | Residual Dense Network + | https://arxiv.org/abs/1812.10477v2 | SSIM | 0.8252 |
10-shot image generation > Image Restoration > JPEG Artifact Correction | Live1 (Quality 10 Grayscale) | MWCNN | http://arxiv.org/abs/1805.07071v2 | PSNR | 29.69 |
10-shot image generation > Image Restoration > JPEG Artifact Correction | Live1 (Quality 10 Grayscale) | MWCNN | http://arxiv.org/abs/1805.07071v2 | PSNR-B | 29.39 |
10-shot image generation > Image Restoration > JPEG Artifact Correction | Live1 (Quality 10 Grayscale) | MWCNN | http://arxiv.org/abs/1805.07071v2 | SSIM | 0.8357 |
10-shot image generation > Image Restoration > JPEG Artifact Correction | Live1 (Quality 10 Grayscale) | QGAC | https://arxiv.org/abs/2004.09320v2 | PSNR | 29.53 |
10-shot image generation > Image Restoration > JPEG Artifact Correction | Live1 (Quality 10 Grayscale) | QGAC | https://arxiv.org/abs/2004.09320v2 | PSNR-B | 29.15 |
10-shot image generation > Image Restoration > JPEG Artifact Correction | Live1 (Quality 10 Grayscale) | QGAC | https://arxiv.org/abs/2004.09320v2 | SSIM | 0.840 |
10-shot image generation > Image Restoration > JPEG Artifact Correction | Live1 (Quality 10 Grayscale) | MemNet | http://arxiv.org/abs/1708.02209v1 | PSNR | 29.45 |
10-shot image generation > Image Restoration > JPEG Artifact Correction | Live1 (Quality 10 Grayscale) | MemNet | http://arxiv.org/abs/1708.02209v1 | PSNR-B | 29.39 |
10-shot image generation > Image Restoration > JPEG Artifact Correction | Live1 (Quality 10 Grayscale) | MemNet | http://arxiv.org/abs/1708.02209v1 | SSIM | 0.8327 |
10-shot image generation > Image Restoration > JPEG Artifact Correction | Live1 (Quality 10 Grayscale) | S-Net | http://arxiv.org/abs/1810.07960v1 | PSNR | 29.44 |
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