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 | GoPro | XYScanNet | https://arxiv.org/abs/2412.10338v3 | PSNR | 33.91 |
10-shot image generation > Deblurring | GoPro | XYScanNet | https://arxiv.org/abs/2412.10338v3 | SSIM | 0.968 |
10-shot image generation > 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 > 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 > Deblurring | GoPro | MLWNet | https://arxiv.org/abs/2401.00027v2 | PSNR | 33.83 |
10-shot image generation > Deblurring | GoPro | MLWNet | https://arxiv.org/abs/2401.00027v2 | SSIM | 0.968 |
10-shot image generation > Deblurring | GoPro | RNN-MBP-Local | https://arxiv.org/abs/2112.04491v4 | PSNR | 33.8 |
10-shot image generation > Deblurring | GoPro | RNN-MBP-Local | https://arxiv.org/abs/2112.04491v4 | SSIM | 0.966 |
10-shot image generation > Deblurring | GoPro | NAFNet | https://arxiv.org/abs/2204.04676v4 | PSNR | 33.69 |
10-shot image generation > Deblurring | GoPro | NAFNet | https://arxiv.org/abs/2204.04676v4 | SSIM | 0.967 |
10-shot image generation > Deblurring | GoPro | ID-Blau (Stripformer) | https://arxiv.org/abs/2312.10998v2 | PSNR | 33.66 |
10-shot image generation > Deblurring | GoPro | ID-Blau (Stripformer) | https://arxiv.org/abs/2312.10998v2 | SSIM | 0.966 |
10-shot image generation > Deblurring | GoPro | DeblurDiNAT-L | https://arxiv.org/abs/2403.13163v5 | PSNR | 33.63 |
10-shot image generation > Deblurring | GoPro | DeblurDiNAT-L | https://arxiv.org/abs/2403.13163v5 | SSIM | 0.967 |
10-shot image generation > Deblurring | GoPro | Restormer-Local | https://arxiv.org/abs/2112.04491v4 | PSNR | 33.57 |
10-shot image generation > Deblurring | GoPro | Restormer-Local | https://arxiv.org/abs/2112.04491v4 | SSIM | 0.966 |
10-shot image generation > Deblurring | GoPro | DeepRFT+ | https://arxiv.org/abs/2111.11745v2 | PSNR | 33.52 |
10-shot image generation > Deblurring | GoPro | DeepRFT+ | https://arxiv.org/abs/2111.11745v2 | SSIM | 0.965 |
10-shot image generation > Deblurring | GoPro | ID-Blau (Restormer) | https://arxiv.org/abs/2312.10998v2 | PSNR | 33.51 |
10-shot image generation > Deblurring | GoPro | ID-Blau (Restormer) | https://arxiv.org/abs/2312.10998v2 | SSIM | 0.965 |
10-shot image generation > Deblurring | GoPro | MSSNet-large | https://arxiv.org/abs/2202.09652v3 | PSNR | 33.39 |
10-shot image generation > Deblurring | GoPro | MSSNet-large | https://arxiv.org/abs/2202.09652v3 | SSIM | 0.964 |
10-shot image generation > Deblurring | GoPro | RNN-MBP | https://arxiv.org/abs/2112.05150v1 | PSNR | 33.32 |
10-shot image generation > Deblurring | GoPro | RNN-MBP | https://arxiv.org/abs/2112.05150v1 | SSIM | 0.9627 |
10-shot image generation > Deblurring | GoPro | MPRNet-local | https://arxiv.org/abs/2112.04491v4 | PSNR | 33.31 |
10-shot image generation > Deblurring | GoPro | MPRNet-local | https://arxiv.org/abs/2112.04491v4 | SSIM | 0.964 |
10-shot image generation > Deblurring | GoPro | SFNet | https://openreview.net/forum?id=tyZ1ChGZIKO | PSNR | 33.27 |
10-shot image generation > Deblurring | GoPro | SFNet | https://openreview.net/forum?id=tyZ1ChGZIKO | SSIM | 0.963 |
10-shot image generation > Deblurring | GoPro | HINet-local | https://arxiv.org/abs/2112.04491v4 | PSNR | 33.08 |
10-shot image generation > Deblurring | GoPro | HINet-local | https://arxiv.org/abs/2112.04491v4 | SSIM | 0.962 |
10-shot image generation > Deblurring | GoPro | Stripformer | https://arxiv.org/abs/2204.04627v2 | PSNR | 33.08 |
10-shot image generation > Deblurring | GoPro | Stripformer | https://arxiv.org/abs/2204.04627v2 | SSIM | 0.962 |
10-shot image generation > Deblurring | GoPro | FGST | https://arxiv.org/abs/2201.01893v3 | PSNR | 33.03 |
10-shot image generation > Deblurring | GoPro | FGST | https://arxiv.org/abs/2201.01893v3 | SSIM | 0.964 |
10-shot image generation > Deblurring | GoPro | MSSNet | https://arxiv.org/abs/2202.09652v3 | PSNR | 33.01 |
10-shot image generation > Deblurring | GoPro | MSSNet | https://arxiv.org/abs/2202.09652v3 | SSIM | 0.961 |
10-shot image generation > Deblurring | GoPro | Uformer-B | https://arxiv.org/abs/2106.03106v2 | PSNR | 32.97 |
10-shot image generation > Deblurring | GoPro | Uformer-B | https://arxiv.org/abs/2106.03106v2 | SSIM | 0.967 |
10-shot image generation > Deblurring | GoPro | Restormer | https://arxiv.org/abs/2111.09881v2 | PSNR | 32.92 |
10-shot image generation > Deblurring | GoPro | Restormer | https://arxiv.org/abs/2111.09881v2 | SSIM | 0.961 |
10-shot image generation > Deblurring | GoPro | MAXIM-3S | https://arxiv.org/abs/2201.02973v2 | PSNR | 32.86 |
10-shot image generation > Deblurring | GoPro | HINet | https://arxiv.org/abs/2105.06086v2 | PSNR | 32.71 |
10-shot image generation > Deblurring | GoPro | MIMO-UNet++ | https://arxiv.org/abs/2108.05054v2 | PSNR | 32.68 |
10-shot image generation > Deblurring | GoPro | MIMO-UNet++ | https://arxiv.org/abs/2108.05054v2 | SSIM | 0.959 |
10-shot image generation > Deblurring | GoPro | MPRNet | https://arxiv.org/abs/2102.02808v2 | PSNR | 32.66 |
10-shot image generation > Deblurring | GoPro | MPRNet | https://arxiv.org/abs/2102.02808v2 | SSIM | 0.959 |
10-shot image generation > Deblurring | GoPro | BANet | https://arxiv.org/abs/2101.07518v4 | PSNR | 32.54 |
10-shot image generation > Deblurring | GoPro | BANet | https://arxiv.org/abs/2101.07518v4 | SSIM | 0.957 |
10-shot image generation > Deblurring | GoPro | STDAN | https://arxiv.org/abs/2207.10852v1 | PSNR | 32.29 |
10-shot image generation > Deblurring | GoPro | STDAN | https://arxiv.org/abs/2207.10852v1 | SSIM | 0.9313 |
10-shot image generation > Deblurring | GoPro | MB2D | https://arxiv.org/abs/2012.12507v1 | PSNR | 32.16 |
10-shot image generation > Deblurring | GoPro | MB2D | https://arxiv.org/abs/2012.12507v1 | SSIM | 0.953 |
10-shot image generation > Deblurring | GoPro | RADNet | https://arxiv.org/abs/1903.11394v4 | PSNR | 32.15 |
10-shot image generation > Deblurring | GoPro | RADNet | https://arxiv.org/abs/1903.11394v4 | SSIM | 0.9560 |
10-shot image generation > Deblurring | GoPro | SAPHNet | https://arxiv.org/abs/2004.05343v1 | PSNR | 32.02 |
10-shot image generation > Deblurring | GoPro | SAPHNet | https://arxiv.org/abs/2004.05343v1 | SSIM | 0.953 |
10-shot image generation > Deblurring | GoPro | MSSNet-small | https://arxiv.org/abs/2202.09652v3 | PSNR | 32.02 |
10-shot image generation > Deblurring | GoPro | MSSNet-small | https://arxiv.org/abs/2202.09652v3 | SSIM | 0.953 |
10-shot image generation > Deblurring | GoPro | S2SVR | https://arxiv.org/abs/2205.10195v2 | PSNR | 31.82 |
10-shot image generation > Deblurring | GoPro | S2SVR | https://arxiv.org/abs/2205.10195v2 | SSIM | 0.923 |
10-shot image generation > Deblurring | GoPro | Learning Event-Based Motion Deblurring | https://arxiv.org/abs/2004.05794v1 | PSNR | 31.79 |
10-shot image generation > Deblurring | GoPro | Learning Event-Based Motion Deblurring | https://arxiv.org/abs/2004.05794v1 | SSIM | 0.949 |
10-shot image generation > Deblurring | GoPro | CDVD-TSP | https://arxiv.org/abs/2004.02501v1 | PSNR | 31.67 |
10-shot image generation > Deblurring | GoPro | CDVD-TSP | https://arxiv.org/abs/2004.02501v1 | SSIM | 0.9279 |
10-shot image generation > 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 > 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 > Deblurring | GoPro | DMPHN | http://arxiv.org/abs/1904.03468v1 | PSNR | 31.50 |
10-shot image generation > Deblurring | GoPro | DMPHN | http://arxiv.org/abs/1904.03468v1 | SSIM | 0.9483 |
10-shot image generation > Deblurring | GoPro | MT-RNN | https://arxiv.org/abs/1911.07410v1 | PSNR | 31.15 |
10-shot image generation > Deblurring | GoPro | MT-RNN | https://arxiv.org/abs/1911.07410v1 | SSIM | 0.945 |
10-shot image generation > Deblurring | GoPro | DBCPeNet | https://ieeexplore.ieee.org/document/9097949 | PSNR | 31.10 |
10-shot image generation > Deblurring | GoPro | DBCPeNet | https://ieeexplore.ieee.org/document/9097949 | SSIM | 0.945 |
10-shot image generation > Deblurring | GoPro | DBGAN | https://arxiv.org/abs/2004.01860v2 | PSNR | 31.10 |
10-shot image generation > Deblurring | GoPro | DBGAN | https://arxiv.org/abs/2004.01860v2 | SSIM | 0.9424 |
10-shot image generation > Deblurring | GoPro | ESTRNN | https://arxiv.org/abs/2106.16028v2 | PSNR | 31.07 |
10-shot image generation > Deblurring | GoPro | ESTRNN | https://arxiv.org/abs/2106.16028v2 | SSIM | 0.9023 |
10-shot image generation > Deblurring | GoPro | Blurred-Image-to-Video | http://arxiv.org/abs/1804.02913v2 | PSNR | 30.58 |
10-shot image generation > Deblurring | GoPro | Blurred-Image-to-Video | http://arxiv.org/abs/1804.02913v2 | SSIM | 0.941 |
10-shot image generation > Deblurring | GoPro | DeblurGAN-v2 | https://arxiv.org/abs/1908.03826v1 | PSNR | 29.55 |
10-shot image generation > Deblurring | GoPro | DeblurGAN-v2 | https://arxiv.org/abs/1908.03826v1 | SSIM | 0.934 |
10-shot image generation > Deblurring | GoPro | Nah et al | http://arxiv.org/abs/1612.02177v2 | PSNR | 29.08 |
10-shot image generation > Deblurring | GoPro | Nah et al | http://arxiv.org/abs/1612.02177v2 | SSIM | 0.9135 |
10-shot image generation > Deblurring | GoPro | Ghost-DeblurGAN | https://arxiv.org/abs/2109.03379v3 | PSNR | 28.75 |
10-shot image generation > Deblurring | GoPro | Ghost-DeblurGAN | https://arxiv.org/abs/2109.03379v3 | SSIM | 0.919 |
10-shot image generation > Deblurring | GoPro | STFAN | https://arxiv.org/abs/1904.12257v2 | PSNR | 28.59 |
10-shot image generation > Deblurring | GoPro | STFAN | https://arxiv.org/abs/1904.12257v2 | SSIM | 0.861 |
10-shot image generation > Deblurring | GoPro | DeblurGANv2-MobileNet | https://arxiv.org/abs/1908.03826v1 | PSNR | 28.17 |
10-shot image generation > Deblurring | GoPro | DeblurGANv2-MobileNet | https://arxiv.org/abs/1908.03826v1 | SSIM | 0.925 |
10-shot image generation > Deblurring | GoPro | DeblurGANv2-MobileNet-DSC | https://arxiv.org/abs/1908.03826v1 | PSNR | 28.03 |
10-shot image generation > Deblurring | GoPro | DeblurGANv2-MobileNet-DSC | https://arxiv.org/abs/1908.03826v1 | SSIM | 0.922 |
10-shot image generation > Deblurring | GoPro | SRN | http://arxiv.org/abs/1802.01770v1 | SSIM | 0.9342 |
10-shot image generation > Deblurring | REDS | VRT | https://arxiv.org/abs/2201.12288v2 | Average PSNR | 36.79 |
10-shot image generation > Deblurring | REDS | EDVR_Deblur | https://arxiv.org/abs/1905.02716v1 | Average PSNR | 34.80 |
10-shot image generation > Deblurring | REDS | DeblurGAN | http://arxiv.org/abs/1711.07064v4 | Average PSNR | 24.09 |
10-shot image generation > Deblurring | RealBlur-R (trained on GoPro) | AdaRevD | https://arxiv.org/abs/2406.09135v1 | PSNR (sRGB) | 36.53 |
10-shot image generation > Deblurring | RealBlur-R (trained on GoPro) | AdaRevD | https://arxiv.org/abs/2406.09135v1 | SSIM (sRGB) | 0.957 |
10-shot image generation > Deblurring | RealBlur-R (trained on GoPro) | ALGNet | https://arxiv.org/abs/2403.20106v2 | PSNR (sRGB) | 36.35 |
10-shot image generation > Deblurring | RealBlur-R (trained on GoPro) | ALGNet | https://arxiv.org/abs/2403.20106v2 | SSIM (sRGB) | 0.961 |
10-shot image generation > Deblurring | RealBlur-R (trained on GoPro) | Uformer-B | https://arxiv.org/abs/2106.03106v2 | PSNR (sRGB) | 36.22 |
10-shot image generation > Deblurring | RealBlur-R (trained on GoPro) | Uformer-B | https://arxiv.org/abs/2106.03106v2 | SSIM (sRGB) | 0.957 |
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