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 > Deblurring | RealBlur-R (trained on GoPro) | Restormer | https://arxiv.org/abs/2111.09881v2 | PSNR (sRGB) | 36.19 |
10-shot image generation > Deblurring | RealBlur-R (trained on GoPro) | Restormer | https://arxiv.org/abs/2111.09881v2 | SSIM (sRGB) | 0.957 |
10-shot image generation > Deblurring | RealBlur-R (trained on GoPro) | DeepRFT | https://arxiv.org/abs/2111.11745v2 | PSNR (sRGB) | 36.11 |
10-shot image generation > Deblurring | RealBlur-R (trained on GoPro) | DeepRFT | https://arxiv.org/abs/2111.11745v2 | SSIM (sRGB) | 0.955 |
10-shot image generation > Deblurring | RealBlur-R (trained on GoPro) | DeblurDiNAT-L | https://arxiv.org/abs/2403.13163v5 | PSNR (sRGB) | 36.09 |
10-shot image generation > Deblurring | RealBlur-R (trained on GoPro) | DeblurDiNAT-L | https://arxiv.org/abs/2403.13163v5 | SSIM (sRGB) | 0.955 |
10-shot image generation > Deblurring | RealBlur-R (trained on GoPro) | LaKDNet | https://arxiv.org/abs/2302.02234v1 | PSNR (sRGB) | 36.08 |
10-shot image generation > Deblurring | RealBlur-R (trained on GoPro) | LaKDNet | https://arxiv.org/abs/2302.02234v1 | SSIM (sRGB) | 0.955 |
10-shot image generation > Deblurring | RealBlur-R (trained on GoPro) | MPRNet | https://arxiv.org/abs/2102.02808v2 | PSNR (sRGB) | 35.99 |
10-shot image generation > Deblurring | RealBlur-R (trained on GoPro) | MPRNet | https://arxiv.org/abs/2102.02808v2 | SSIM (sRGB) | 0.952 |
10-shot image generation > Deblurring | RealBlur-R (trained on GoPro) | MSSNet | https://arxiv.org/abs/2202.09652v3 | PSNR (sRGB) | 35.93 |
10-shot image generation > Deblurring | RealBlur-R (trained on GoPro) | MSSNet | https://arxiv.org/abs/2202.09652v3 | SSIM (sRGB) | 0.953 |
10-shot image generation > Deblurring | RealBlur-R (trained on GoPro) | MAXIM | https://arxiv.org/abs/2201.02973v2 | PSNR (sRGB) | 35.78 |
10-shot image generation > Deblurring | RealBlur-R (trained on GoPro) | Pan et al | http://openaccess.thecvf.com/content_cvpr_2016/html/Pan_Blind_Image_Deblurring_CVPR_2016_paper.html | PSNR (sRGB) | 34.01 |
10-shot image generation > Deblurring | RealBlur-R (trained on GoPro) | Pan et al | http://openaccess.thecvf.com/content_cvpr_2016/html/Pan_Blind_Image_Deblurring_CVPR_2016_paper.html | SSIM (sRGB) | 0.916 |
10-shot image generation > Deblurring | RealBlur-R (trained on GoPro) | Hu et al | http://openaccess.thecvf.com/content_cvpr_2014/html/Hu_Deblurring_Low-light_Images_2014_CVPR_paper.html | PSNR (sRGB) | 33.67 |
10-shot image generation > Deblurring | RealBlur-R (trained on GoPro) | Hu et al | http://openaccess.thecvf.com/content_cvpr_2014/html/Hu_Deblurring_Low-light_Images_2014_CVPR_paper.html | SSIM (sRGB) | 0.916 |
10-shot image generation > Deblurring | RealBlur-R (trained on GoPro) | DMPHN | http://arxiv.org/abs/1904.03468v1 | SSIM (sRGB) | 0.948 |
10-shot image generation > Deblurring | RealBlur-R (trained on GoPro) | SRN | http://arxiv.org/abs/1802.01770v1 | SSIM (sRGB) | 0.947 |
10-shot image generation > Deblurring | RealBlur-R (trained on GoPro) | Zhang et al | http://openaccess.thecvf.com/content_cvpr_2018/html/Zhang_Dynamic_Scene_Deblurring_CVPR_2018_paper.html | SSIM (sRGB) | 0.947 |
10-shot image generation > Deblurring | RealBlur-R (trained on GoPro) | DeblurGAN-v2 | https://arxiv.org/abs/1908.03826v1 | SSIM (sRGB) | 0.944 |
10-shot image generation > Deblurring | RealBlur-R (trained on GoPro) | Xu et al | http://openaccess.thecvf.com/content_cvpr_2013/html/Xu_Unnatural_L0_Sparse_2013_CVPR_paper.html | SSIM (sRGB) | 0.937 |
10-shot image generation > Deblurring | RealBlur-R (trained on GoPro) | DeblurGAN | http://arxiv.org/abs/1711.07064v4 | SSIM (sRGB) | 0.903 |
10-shot image generation > Deblurring | RealBlur-R (trained on GoPro) | Nah et al | http://arxiv.org/abs/1612.02177v2 | SSIM (sRGB) | 0.841 |
10-shot image generation > Deblurring | MSU BASED | NAFNet (REDS) | https://arxiv.org/abs/2204.04676v4 | SSIM | 0.95035 |
10-shot image generation > Deblurring | MSU BASED | NAFNet (REDS) | https://arxiv.org/abs/2204.04676v4 | PSNR | 30.54803 |
10-shot image generation > Deblurring | MSU BASED | NAFNet (REDS) | https://arxiv.org/abs/2204.04676v4 | VMAF | 66.85941 |
10-shot image generation > Deblurring | MSU BASED | NAFNet (REDS) | https://arxiv.org/abs/2204.04676v4 | LPIPS | 0.08561 |
10-shot image generation > Deblurring | MSU BASED | NAFNet (REDS) | https://arxiv.org/abs/2204.04676v4 | ERQAv2.0 | 0.74508 |
10-shot image generation > Deblurring | MSU BASED | NAFNet (REDS) | https://arxiv.org/abs/2204.04676v4 | Subjective | 2.8405 |
10-shot image generation > Deblurring | MSU BASED | VRT (GoPro) | https://arxiv.org/abs/2201.12288v2 | SSIM | 0.94503 |
10-shot image generation > Deblurring | MSU BASED | VRT (GoPro) | https://arxiv.org/abs/2201.12288v2 | PSNR | 31.42945 |
10-shot image generation > Deblurring | MSU BASED | VRT (GoPro) | https://arxiv.org/abs/2201.12288v2 | VMAF | 66.72253 |
10-shot image generation > Deblurring | MSU BASED | VRT (GoPro) | https://arxiv.org/abs/2201.12288v2 | LPIPS | 0.08165 |
10-shot image generation > Deblurring | MSU BASED | VRT (GoPro) | https://arxiv.org/abs/2201.12288v2 | ERQAv2.0 | 0.74874 |
10-shot image generation > Deblurring | MSU BASED | VRT (GoPro) | https://arxiv.org/abs/2201.12288v2 | Subjective | 2.3854 |
10-shot image generation > Deblurring | MSU BASED | VRT (REDS) | https://arxiv.org/abs/2201.12288v2 | SSIM | 0.94601 |
10-shot image generation > Deblurring | MSU BASED | VRT (REDS) | https://arxiv.org/abs/2201.12288v2 | PSNR | 30.97878 |
10-shot image generation > Deblurring | MSU BASED | VRT (REDS) | https://arxiv.org/abs/2201.12288v2 | VMAF | 66.81782 |
10-shot image generation > Deblurring | MSU BASED | VRT (REDS) | https://arxiv.org/abs/2201.12288v2 | LPIPS | 0.08248 |
10-shot image generation > Deblurring | MSU BASED | VRT (REDS) | https://arxiv.org/abs/2201.12288v2 | ERQAv2.0 | 0.75056 |
10-shot image generation > Deblurring | MSU BASED | VRT (REDS) | https://arxiv.org/abs/2201.12288v2 | Subjective | 1.5660 |
10-shot image generation > Deblurring | MSU BASED | DeblurGAN Inception | https://arxiv.org/abs/1908.03826v1 | Subjective | 1.0375 |
10-shot image generation > Deblurring | MSU BASED | MAXIM (REDS) | https://arxiv.org/abs/2201.02973v2 | SSIM | 0.94959 |
10-shot image generation > Deblurring | MSU BASED | MAXIM (REDS) | https://arxiv.org/abs/2201.02973v2 | VMAF | 67.3502 |
10-shot image generation > Deblurring | MSU BASED | MAXIM (REDS) | https://arxiv.org/abs/2201.02973v2 | LPIPS | 0.07836 |
10-shot image generation > Deblurring | MSU BASED | MAXIM (REDS) | https://arxiv.org/abs/2201.02973v2 | ERQAv2.0 | 0.74277 |
10-shot image generation > Deblurring | MSU BASED | MAXIM (REDS) | https://arxiv.org/abs/2201.02973v2 | Subjective | 1.0081 |
10-shot image generation > Deblurring | MSU BASED | Deeprft (GoPro) | https://arxiv.org/abs/2111.11745v2 | SSIM | 0.94484 |
10-shot image generation > Deblurring | MSU BASED | Deeprft (GoPro) | https://arxiv.org/abs/2111.11745v2 | PSNR | 31.57612 |
10-shot image generation > Deblurring | MSU BASED | Deeprft (GoPro) | https://arxiv.org/abs/2111.11745v2 | VMAF | 66.55057 |
10-shot image generation > Deblurring | MSU BASED | Deeprft (GoPro) | https://arxiv.org/abs/2111.11745v2 | LPIPS | 0.08326 |
10-shot image generation > Deblurring | MSU BASED | Deeprft (GoPro) | https://arxiv.org/abs/2111.11745v2 | ERQAv2.0 | 0.74323 |
10-shot image generation > Deblurring | MSU BASED | Deeprft (GoPro) | https://arxiv.org/abs/2111.11745v2 | Subjective | 0.5354 |
10-shot image generation > Deblurring | MSU BASED | Deeprft (REDS) | https://arxiv.org/abs/2111.11745v2 | SSIM | 0.94479 |
10-shot image generation > Deblurring | MSU BASED | Deeprft (REDS) | https://arxiv.org/abs/2111.11745v2 | PSNR | 31.32349 |
10-shot image generation > Deblurring | MSU BASED | Deeprft (REDS) | https://arxiv.org/abs/2111.11745v2 | VMAF | 66.46811 |
10-shot image generation > Deblurring | MSU BASED | Deeprft (REDS) | https://arxiv.org/abs/2111.11745v2 | LPIPS | 0.08139 |
10-shot image generation > Deblurring | MSU BASED | Deeprft (REDS) | https://arxiv.org/abs/2111.11745v2 | ERQAv2.0 | 0.74339 |
10-shot image generation > Deblurring | MSU BASED | Deeprft (REDS) | https://arxiv.org/abs/2111.11745v2 | Subjective | 0.4622 |
10-shot image generation > Deblurring | MSU BASED | MPR local | https://arxiv.org/abs/2112.04491v4 | SSIM | 0.94542 |
10-shot image generation > Deblurring | MSU BASED | MPR local | https://arxiv.org/abs/2112.04491v4 | PSNR | 31.65037 |
10-shot image generation > Deblurring | MSU BASED | MPR local | https://arxiv.org/abs/2112.04491v4 | VMAF | 67.01788 |
10-shot image generation > Deblurring | MSU BASED | MPR local | https://arxiv.org/abs/2112.04491v4 | LPIPS | 0.08323 |
10-shot image generation > Deblurring | MSU BASED | MPR local | https://arxiv.org/abs/2112.04491v4 | ERQAv2.0 | 0.74521 |
10-shot image generation > Deblurring | MSU BASED | MPR local | https://arxiv.org/abs/2112.04491v4 | Subjective | 0.4407 |
10-shot image generation > Deblurring | MSU BASED | MAXIM (GoPro) | https://arxiv.org/abs/2201.02973v2 | SSIM | 0.94386 |
10-shot image generation > Deblurring | MSU BASED | MAXIM (GoPro) | https://arxiv.org/abs/2201.02973v2 | PSNR | 31.36344 |
10-shot image generation > Deblurring | MSU BASED | MAXIM (GoPro) | https://arxiv.org/abs/2201.02973v2 | VMAF | 67.7557 |
10-shot image generation > Deblurring | MSU BASED | MAXIM (GoPro) | https://arxiv.org/abs/2201.02973v2 | LPIPS | 0.09188 |
10-shot image generation > Deblurring | MSU BASED | MAXIM (GoPro) | https://arxiv.org/abs/2201.02973v2 | Subjective | 0.2070 |
10-shot image generation > Deblurring | MSU BASED | Restormer local | https://arxiv.org/abs/2111.09881v2 | SSIM | 0.94217 |
10-shot image generation > Deblurring | MSU BASED | Restormer local | https://arxiv.org/abs/2111.09881v2 | PSNR | 31.12341 |
10-shot image generation > Deblurring | MSU BASED | Restormer local | https://arxiv.org/abs/2111.09881v2 | VMAF | 65.25911 |
10-shot image generation > Deblurring | MSU BASED | Restormer local | https://arxiv.org/abs/2111.09881v2 | LPIPS | 0.08251 |
10-shot image generation > Deblurring | MSU BASED | Restormer local | https://arxiv.org/abs/2111.09881v2 | ERQAv2.0 | 0.73875 |
10-shot image generation > Deblurring | MSU BASED | Restormer local | https://arxiv.org/abs/2111.09881v2 | Subjective | 0.1231 |
10-shot image generation > Deblurring | MSU BASED | Restormer | https://arxiv.org/abs/2111.09881v2 | SSIM | 0.94632 |
10-shot image generation > Deblurring | MSU BASED | Restormer | https://arxiv.org/abs/2111.09881v2 | PSNR | 31.76111 |
10-shot image generation > Deblurring | MSU BASED | Restormer | https://arxiv.org/abs/2111.09881v2 | VMAF | 66.3964 |
10-shot image generation > Deblurring | MSU BASED | Restormer | https://arxiv.org/abs/2111.09881v2 | LPIPS | 0.08239 |
10-shot image generation > Deblurring | MSU BASED | Restormer | https://arxiv.org/abs/2111.09881v2 | ERQAv2.0 | 0.74776 |
10-shot image generation > Deblurring | MSU BASED | Restormer | https://arxiv.org/abs/2111.09881v2 | Subjective | 0.1175 |
10-shot image generation > Deblurring | HIDE | MAXIM-3S | https://arxiv.org/abs/2201.02973v2 | PSNR | 32.83 |
10-shot image generation > Deblurring | Beam-Splitter Deblurring (BSD) | Turtle | https://arxiv.org/abs/2410.03936v2 | PSNR | 33.58 |
10-shot image generation > Deblurring | Beam-Splitter Deblurring (BSD) | CDVD-TSP | https://arxiv.org/abs/2004.02501v1 | PSNR | 31.58 |
10-shot image generation > Deblurring | Beam-Splitter Deblurring (BSD) | ESTRNN | https://arxiv.org/abs/2106.16028v2 | PSNR | 31.39 |
10-shot image generation > Deblurring | Beam-Splitter Deblurring (BSD) | PVDNet | https://arxiv.org/abs/2108.09982v1 | PSNR | 31.35 |
10-shot image generation > Deblurring | Beam-Splitter Deblurring (BSD) | DBN | http://openaccess.thecvf.com/content_cvpr_2017/html/Su_Deep_Video_Deblurring_CVPR_2017_paper.html | PSNR | 31.21 |
10-shot image generation > Deblurring | RealBlur-J (trained on GoPro) | AdaRevD | https://arxiv.org/abs/2406.09135v1 | PSNR (sRGB) | 30.12 |
10-shot image generation > Deblurring | RealBlur-J (trained on GoPro) | AdaRevD | https://arxiv.org/abs/2406.09135v1 | SSIM (sRGB) | 0.894 |
10-shot image generation > Deblurring | RealBlur-J (trained on GoPro) | UFPNet | http://openaccess.thecvf.com//content/CVPR2023/html/Fang_Self-Supervised_Non-Uniform_Kernel_Estimation_With_Flow-Based_Motion_Prior_for_Blind_CVPR_2023_paper.html | PSNR (sRGB) | 29.87 |
10-shot image generation > Deblurring | RealBlur-J (trained on GoPro) | UFPNet | http://openaccess.thecvf.com//content/CVPR2023/html/Fang_Self-Supervised_Non-Uniform_Kernel_Estimation_With_Flow-Based_Motion_Prior_for_Blind_CVPR_2023_paper.html | SSIM (sRGB) | 0.884 |
10-shot image generation > Deblurring | RealBlur-J (trained on GoPro) | ALGNet | https://arxiv.org/abs/2403.20106v2 | PSNR (sRGB) | 29.12 |
10-shot image generation > Deblurring | RealBlur-J (trained on GoPro) | ALGNet | https://arxiv.org/abs/2403.20106v2 | SSIM (sRGB) | 0.886 |
10-shot image generation > Deblurring | RealBlur-J (trained on GoPro) | Uformer-B | https://arxiv.org/abs/2106.03106v2 | PSNR (sRGB) | 29.06 |
10-shot image generation > Deblurring | RealBlur-J (trained on GoPro) | Uformer-B | https://arxiv.org/abs/2106.03106v2 | SSIM (sRGB) | 0.884 |
10-shot image generation > Deblurring | RealBlur-J (trained on GoPro) | DeblurDiNAT-L | https://arxiv.org/abs/2403.13163v5 | PSNR (sRGB) | 28.98 |
10-shot image generation > Deblurring | RealBlur-J (trained on GoPro) | DeblurDiNAT-L | https://arxiv.org/abs/2403.13163v5 | SSIM (sRGB) | 0.885 |
10-shot image generation > Deblurring | RealBlur-J (trained on GoPro) | Restormer | https://arxiv.org/abs/2111.09881v2 | PSNR (sRGB) | 28.96 |
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