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 Deblurring | GoPro | UFPDeblur | 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 | 0.968 |
10-shot image generation > Image Deblurring | GoPro | UFPDeblur | 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 | Params (M) | 80.3 |
10-shot image generation > Image Deblurring | GoPro | ALGNet-B | https://arxiv.org/abs/2403.20106v2 | PSNR | 34.05 |
10-shot image generation > Image Deblurring | GoPro | ALGNet-B | https://arxiv.org/abs/2403.20106v2 | SSIM | 0.969 |
10-shot image generation > Image Deblurring | GoPro | MR-VNet | http://openaccess.thecvf.com//content/CVPR2024/html/Roheda_MR-VNet_Media_Restoration_using_Volterra_Networks_CVPR_2024_paper.html | PSNR | 34.04 |
10-shot image generation > Image Deblurring | GoPro | MR-VNet | http://openaccess.thecvf.com//content/CVPR2024/html/Roheda_MR-VNet_Media_Restoration_using_Volterra_Networks_CVPR_2024_paper.html | SSIM | 0.969 |
10-shot image generation > Image Deblurring | GoPro | MR-VNet | http://openaccess.thecvf.com//content/CVPR2024/html/Roheda_MR-VNet_Media_Restoration_using_Volterra_Networks_CVPR_2024_paper.html | Params (M) | 12.3 |
10-shot image generation > Image Deblurring | GoPro | Hi-IR-L | https://arxiv.org/abs/2411.18588v1 | PSNR | 33.99 |
10-shot image generation > Image Deblurring | GoPro | GRL | https://arxiv.org/abs/2303.00748v2 | PSNR | 33.93 |
10-shot image generation > Image Deblurring | GoPro | GRL | https://arxiv.org/abs/2303.00748v2 | SSIM | 0.968 |
10-shot image generation > Image Deblurring | GoPro | GRL | https://arxiv.org/abs/2303.00748v2 | Params (M) | 19.81 |
10-shot image generation > Image Deblurring | GoPro | Instruct-IPT | https://arxiv.org/abs/2407.00676v2 | PSNR | 33.86 |
10-shot image generation > Image Deblurring | GoPro | Instruct-IPT | https://arxiv.org/abs/2407.00676v2 | SSIM | 0.967 |
10-shot image generation > Image Deblurring | GoPro | MADANet | https://openaccess.thecvf.com/content/CVPR2022W/NTIRE/html/Yang_Motion_Aware_Double_Attention_Network_for_Dynamic_Scene_Deblurring_CVPRW_2022_paper.html | PSNR | 33.84 |
10-shot image generation > Image Deblurring | GoPro | MADANet | https://openaccess.thecvf.com/content/CVPR2022W/NTIRE/html/Yang_Motion_Aware_Double_Attention_Network_for_Dynamic_Scene_Deblurring_CVPRW_2022_paper.html | SSIM | 0.964 |
10-shot image generation > Image Deblurring | GoPro | MADANet | https://openaccess.thecvf.com/content/CVPR2022W/NTIRE/html/Yang_Motion_Aware_Double_Attention_Network_for_Dynamic_Scene_Deblurring_CVPRW_2022_paper.html | Params (M) | 16.9 |
10-shot image generation > Image Deblurring | GoPro | CGNet | https://arxiv.org/abs/2401.15235v2 | PSNR | 33.77 |
10-shot image generation > Image Deblurring | GoPro | CGNet | https://arxiv.org/abs/2401.15235v2 | SSIM | 0.968 |
10-shot image generation > Image Deblurring | GoPro | NAFNet-MH-C | https://arxiv.org/abs/2208.13029v1 | PSNR | 33.75 |
10-shot image generation > Image Deblurring | GoPro | NAFNet-MH-C | https://arxiv.org/abs/2208.13029v1 | SSIM | 0.967 |
10-shot image generation > Image Deblurring | GoPro | M3SNet | https://arxiv.org/abs/2305.05146v1 | PSNR | 33.74 |
10-shot image generation > Image Deblurring | GoPro | M3SNet | https://arxiv.org/abs/2305.05146v1 | SSIM | 0.967 |
10-shot image generation > Image Deblurring | GoPro | CAPTNet | https://arxiv.org/abs/2309.03063v2 | PSNR | 33.74 |
10-shot image generation > Image Deblurring | GoPro | CAPTNet | https://arxiv.org/abs/2309.03063v2 | SSIM | 0.967 |
10-shot image generation > Image Deblurring | GoPro | LAKDNet | https://arxiv.org/abs/2302.02234v1 | PSNR | 33.72 |
10-shot image generation > Image Deblurring | GoPro | LAKDNet | https://arxiv.org/abs/2302.02234v1 | SSIM | 0.967 |
10-shot image generation > Image Deblurring | GoPro | LAKDNet | https://arxiv.org/abs/2302.02234v1 | Params (M) | 37.5 |
10-shot image generation > Image Deblurring | GoPro | NAFNet - TLC | https://arxiv.org/abs/2204.04676v4 | PSNR | 33.69 |
10-shot image generation > Image Deblurring | GoPro | NAFNet - TLC | https://arxiv.org/abs/2204.04676v4 | SSIM | 0.967 |
10-shot image generation > Image Deblurring | GoPro | NAFNet - TLC | https://arxiv.org/abs/2204.04676v4 | Params (M) | 67.89 |
10-shot image generation > Image Deblurring | GoPro | MaIR | https://arxiv.org/abs/2412.20066v1 | PSNR | 33.69 |
10-shot image generation > Image Deblurring | GoPro | Restormer-TLC | https://arxiv.org/abs/2112.04491v4 | PSNR | 33.57 |
10-shot image generation > Image Deblurring | GoPro | Restormer-TLC | https://arxiv.org/abs/2112.04491v4 | SSIM | 0.966 |
10-shot image generation > Image Deblurring | GoPro | Restormer-TLC | https://arxiv.org/abs/2112.04491v4 | Params (M) | 26.13 |
10-shot image generation > Image Deblurring | GoPro | DeepRFT+ | https://arxiv.org/abs/2111.11745v2 | PSNR | 33.52 |
10-shot image generation > Image Deblurring | GoPro | DeepRFT+ | https://arxiv.org/abs/2111.11745v2 | SSIM | 0.965 |
10-shot image generation > Image Deblurring | GoPro | MPRNet-TLC | https://arxiv.org/abs/2112.04491v4 | PSNR | 33.31 |
10-shot image generation > Image Deblurring | GoPro | MPRNet-TLC | https://arxiv.org/abs/2112.04491v4 | SSIM | 0.964 |
10-shot image generation > Image Deblurring | GoPro | MPRNet-TLC | https://arxiv.org/abs/2112.04491v4 | Params (M) | 20.1 |
10-shot image generation > Image Deblurring | GoPro | FSNet | https://ieeexplore.ieee.org/document/10310164 | PSNR | 33.29 |
10-shot image generation > Image Deblurring | GoPro | FSNet | https://ieeexplore.ieee.org/document/10310164 | SSIM | 0.963 |
10-shot image generation > Image Deblurring | GoPro | MSDI-Net | https://arxiv.org/abs/2208.05244v1 | PSNR | 33.28 |
10-shot image generation > Image Deblurring | GoPro | MSDI-Net | https://arxiv.org/abs/2208.05244v1 | SSIM | 0.964 |
10-shot image generation > Image Deblurring | GoPro | ChaIR | https://www.sciencedirect.com/science/article/abs/pii/S0950705123009061 | PSNR | 33.28 |
10-shot image generation > Image Deblurring | GoPro | ChaIR | https://www.sciencedirect.com/science/article/abs/pii/S0950705123009061 | SSIM | 0.963 |
10-shot image generation > Image Deblurring | GoPro | ConvIR | https://ieeexplore.ieee.org/abstract/document/10571568 | PSNR | 33.28 |
10-shot image generation > Image Deblurring | GoPro | ConvIR | https://ieeexplore.ieee.org/abstract/document/10571568 | SSIM | 0.963 |
10-shot image generation > Image Deblurring | GoPro | IRNeXt | https://openreview.net/forum?id=MZkbgahv4a | PSNR | 33.16 |
10-shot image generation > Image Deblurring | GoPro | IRNeXt | https://openreview.net/forum?id=MZkbgahv4a | SSIM | 0.962 |
10-shot image generation > Image Deblurring | GoPro | HINet-TLC | https://arxiv.org/abs/2112.04491v4 | PSNR | 33.08 |
10-shot image generation > Image Deblurring | GoPro | HINet-TLC | https://arxiv.org/abs/2112.04491v4 | SSIM | 0.962 |
10-shot image generation > Image Deblurring | GoPro | MHNet | https://arxiv.org/abs/2302.09554v4 | PSNR | 33.04 |
10-shot image generation > Image Deblurring | GoPro | MHNet | https://arxiv.org/abs/2302.09554v4 | Params (M) | 17 |
10-shot image generation > Image Deblurring | GoPro | Uformer-B | https://arxiv.org/abs/2106.03106v2 | PSNR | 32.97 |
10-shot image generation > Image Deblurring | GoPro | Uformer-B | https://arxiv.org/abs/2106.03106v2 | SSIM | 0.967 |
10-shot image generation > Image Deblurring | GoPro | Uformer-B | https://arxiv.org/abs/2106.03106v2 | Params (M) | 50.88 |
10-shot image generation > Image Deblurring | GoPro | Restormer | https://arxiv.org/abs/2111.09881v2 | PSNR | 32.92 |
10-shot image generation > Image Deblurring | GoPro | Restormer | https://arxiv.org/abs/2111.09881v2 | SSIM | 0.961 |
10-shot image generation > Image Deblurring | GoPro | Restormer | https://arxiv.org/abs/2111.09881v2 | Params (M) | 26.13 |
10-shot image generation > Image Deblurring | GoPro | MAXIM-3S | https://arxiv.org/abs/2201.02973v2 | PSNR | 32.86 |
10-shot image generation > Image Deblurring | GoPro | MIMO-UNet++ | https://arxiv.org/abs/2108.05054v2 | PSNR | 32.68 |
10-shot image generation > Image Deblurring | GoPro | MIMO-UNet++ | https://arxiv.org/abs/2108.05054v2 | SSIM | 0.959 |
10-shot image generation > Image Deblurring | GoPro | MIMO-UNet++ | https://arxiv.org/abs/2108.05054v2 | Params (M) | 16.1 |
10-shot image generation > Image Deblurring | GoPro | MPRNet | https://arxiv.org/abs/2102.02808v2 | PSNR | 32.66 |
10-shot image generation > Image Deblurring | GoPro | MPRNet | https://arxiv.org/abs/2102.02808v2 | SSIM | 0.959 |
10-shot image generation > Image Deblurring | GoPro | MPRNet | https://arxiv.org/abs/2102.02808v2 | Params (M) | 20.1 |
10-shot image generation > Image Deblurring | GoPro | MB2D | https://arxiv.org/abs/2012.12507v1 | PSNR | 32.16 |
10-shot image generation > Image Deblurring | GoPro | MB2D | https://arxiv.org/abs/2012.12507v1 | SSIM | 0.953 |
10-shot image generation > Image Deblurring | GoPro | RADNet | https://arxiv.org/abs/1903.11394v4 | PSNR | 32.15 |
10-shot image generation > Image Deblurring | GoPro | RADNet | https://arxiv.org/abs/1903.11394v4 | SSIM | 0.9560 |
10-shot image generation > Image Deblurring | GoPro | SAPHNet | https://arxiv.org/abs/2004.05343v1 | PSNR | 32.02 |
10-shot image generation > Image Deblurring | GoPro | SAPHNet | https://arxiv.org/abs/2004.05343v1 | SSIM | 0.953 |
10-shot image generation > Image Deblurring | GoPro | Learning Event-Based Motion Deblurring | https://arxiv.org/abs/2004.05794v1 | PSNR | 31.79 |
10-shot image generation > Image Deblurring | GoPro | Learning Event-Based Motion Deblurring | https://arxiv.org/abs/2004.05794v1 | SSIM | 0.949 |
10-shot image generation > Image Deblurring | GoPro | SRN+PSS+NSC | http://openaccess.thecvf.com/content_CVPR_2019/html/Gao_Dynamic_Scene_Deblurring_With_Parameter_Selective_Sharing_and_Nested_Skip_CVPR_2019_paper.html | PSNR | 31.58 |
10-shot image generation > Image Deblurring | GoPro | SRN+PSS+NSC | http://openaccess.thecvf.com/content_CVPR_2019/html/Gao_Dynamic_Scene_Deblurring_With_Parameter_Selective_Sharing_and_Nested_Skip_CVPR_2019_paper.html | SSIM | 0.9478 |
10-shot image generation > Image Deblurring | GoPro | DMPHN | http://arxiv.org/abs/1904.03468v1 | PSNR | 31.50 |
10-shot image generation > Image Deblurring | GoPro | DMPHN | http://arxiv.org/abs/1904.03468v1 | SSIM | 0.9483 |
10-shot image generation > Image Deblurring | GoPro | SDWNet | https://arxiv.org/abs/2110.05803v1 | PSNR | 31.36 |
10-shot image generation > Image Deblurring | GoPro | MT-RNN | https://arxiv.org/abs/1911.07410v1 | PSNR | 31.15 |
10-shot image generation > Image Deblurring | GoPro | MT-RNN | https://arxiv.org/abs/1911.07410v1 | SSIM | 0.945 |
10-shot image generation > Image Deblurring | GoPro | DBCPeNet | https://ieeexplore.ieee.org/document/9097949 | PSNR | 31.10 |
10-shot image generation > Image Deblurring | GoPro | DBCPeNet | https://ieeexplore.ieee.org/document/9097949 | SSIM | 0.945 |
10-shot image generation > Image Deblurring | GoPro | DBGAN | https://arxiv.org/abs/2004.01860v2 | PSNR | 31.10 |
10-shot image generation > Image Deblurring | GoPro | DBGAN | https://arxiv.org/abs/2004.01860v2 | SSIM | 0.9424 |
10-shot image generation > Image Deblurring | GoPro | ESTRNN | https://arxiv.org/abs/2106.16028v2 | PSNR | 31.07 |
10-shot image generation > Image Deblurring | GoPro | ESTRNN | https://arxiv.org/abs/2106.16028v2 | SSIM | 0.9023 |
10-shot image generation > Image Deblurring | GoPro | IR-SDE | https://arxiv.org/abs/2301.11699v3 | PSNR | 30.7 |
10-shot image generation > Image Deblurring | GoPro | IR-SDE | https://arxiv.org/abs/2301.11699v3 | SSIM | 0.901 |
10-shot image generation > Image Deblurring | GoPro | IR-SDE | https://arxiv.org/abs/2301.11699v3 | LPIPS | 0.064 |
10-shot image generation > Image Deblurring | GoPro | IR-SDE | https://arxiv.org/abs/2301.11699v3 | FID | 6.32 |
10-shot image generation > Image Deblurring | GoPro | Blurred-Image-to-Video | http://arxiv.org/abs/1804.02913v2 | PSNR | 30.58 |
10-shot image generation > Image Deblurring | GoPro | Blurred-Image-to-Video | http://arxiv.org/abs/1804.02913v2 | SSIM | 0.941 |
10-shot image generation > Image Deblurring | GoPro | DeepDeblur-PyTorch | null | PSNR | 30.12 |
10-shot image generation > Image Deblurring | GoPro | DeepDeblur-PyTorch | null | SSIM | 0.9021 |
10-shot image generation > Image Deblurring | GoPro | DeepDeblur-PyTorch | null | Params (M) | 11.72 |
10-shot image generation > Image Deblurring | GoPro | DeblurGAN-v2 | https://arxiv.org/abs/1908.03826v1 | PSNR | 29.55 |
10-shot image generation > Image Deblurring | GoPro | DeblurGAN-v2 | https://arxiv.org/abs/1908.03826v1 | SSIM | 0.925 |
10-shot image generation > Image Deblurring | GoPro | DeblurGAN-v2 | https://arxiv.org/abs/1908.03826v1 | Params (M) | 5.08 |
10-shot image generation > Image Deblurring | GoPro | Nah et al | http://arxiv.org/abs/1612.02177v2 | PSNR | 29.08 |
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