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 ⌀ |
|---|---|---|---|---|---|
Super-Resolution > Image Super-Resolution | FFHQ 512 x 512 - 4x upscaling | EDSR | http://arxiv.org/abs/1707.02921v1 | FID | 20.605 |
Super-Resolution > Image Super-Resolution | FFHQ 512 x 512 - 4x upscaling | EDSR | http://arxiv.org/abs/1707.02921v1 | LPIPS | 0.2475 |
Super-Resolution > Image Super-Resolution | FFHQ 512 x 512 - 4x upscaling | EDSR | http://arxiv.org/abs/1707.02921v1 | NIQE | 13.636 |
Super-Resolution > Image Super-Resolution | FFHQ 512 x 512 - 4x upscaling | SRFBN | https://arxiv.org/abs/1903.09814v2 | PSNR | 29.577 |
Super-Resolution > Image Super-Resolution | FFHQ 512 x 512 - 4x upscaling | SRFBN | https://arxiv.org/abs/1903.09814v2 | SSIM | 0.827 |
Super-Resolution > Image Super-Resolution | FFHQ 512 x 512 - 4x upscaling | SRFBN | https://arxiv.org/abs/1903.09814v2 | MS-SSIM | 0.953 |
Super-Resolution > Image Super-Resolution | FFHQ 512 x 512 - 4x upscaling | SRFBN | https://arxiv.org/abs/1903.09814v2 | LLE | 2.066 |
Super-Resolution > Image Super-Resolution | FFHQ 512 x 512 - 4x upscaling | SRFBN | https://arxiv.org/abs/1903.09814v2 | FED | 0.0984 |
Super-Resolution > Image Super-Resolution | FFHQ 512 x 512 - 4x upscaling | SRFBN | https://arxiv.org/abs/1903.09814v2 | FID | 20.032 |
Super-Resolution > Image Super-Resolution | FFHQ 512 x 512 - 4x upscaling | SRFBN | https://arxiv.org/abs/1903.09814v2 | LPIPS | 0.2406 |
Super-Resolution > Image Super-Resolution | FFHQ 512 x 512 - 4x upscaling | SRFBN | https://arxiv.org/abs/1903.09814v2 | NIQE | 13.901 |
Super-Resolution > Image Super-Resolution | FFHQ 512 x 512 - 4x upscaling | WaveletCNN | http://openaccess.thecvf.com/content_iccv_2017/html/Huang_Wavelet-SRNet_A_Wavelet-Based_ICCV_2017_paper.html | PSNR | 28.750 |
Super-Resolution > Image Super-Resolution | FFHQ 512 x 512 - 4x upscaling | WaveletCNN | http://openaccess.thecvf.com/content_iccv_2017/html/Huang_Wavelet-SRNet_A_Wavelet-Based_ICCV_2017_paper.html | SSIM | 0.806 |
Super-Resolution > Image Super-Resolution | FFHQ 512 x 512 - 4x upscaling | WaveletCNN | http://openaccess.thecvf.com/content_iccv_2017/html/Huang_Wavelet-SRNet_A_Wavelet-Based_ICCV_2017_paper.html | MS-SSIM | 0.952 |
Super-Resolution > Image Super-Resolution | FFHQ 512 x 512 - 4x upscaling | WaveletCNN | http://openaccess.thecvf.com/content_iccv_2017/html/Huang_Wavelet-SRNet_A_Wavelet-Based_ICCV_2017_paper.html | LLE | 2.702 |
Super-Resolution > Image Super-Resolution | FFHQ 512 x 512 - 4x upscaling | WaveletCNN | http://openaccess.thecvf.com/content_iccv_2017/html/Huang_Wavelet-SRNet_A_Wavelet-Based_ICCV_2017_paper.html | FED | 0.0964 |
Super-Resolution > Image Super-Resolution | FFHQ 512 x 512 - 4x upscaling | WaveletCNN | http://openaccess.thecvf.com/content_iccv_2017/html/Huang_Wavelet-SRNet_A_Wavelet-Based_ICCV_2017_paper.html | FID | 16.472 |
Super-Resolution > Image Super-Resolution | FFHQ 512 x 512 - 4x upscaling | WaveletCNN | http://openaccess.thecvf.com/content_iccv_2017/html/Huang_Wavelet-SRNet_A_Wavelet-Based_ICCV_2017_paper.html | LPIPS | 0.2443 |
Super-Resolution > Image Super-Resolution | FFHQ 512 x 512 - 4x upscaling | WaveletCNN | http://openaccess.thecvf.com/content_iccv_2017/html/Huang_Wavelet-SRNet_A_Wavelet-Based_ICCV_2017_paper.html | NIQE | 12.217 |
Super-Resolution > Image Super-Resolution | FFHQ 512 x 512 - 4x upscaling | SRGAN | http://arxiv.org/abs/1609.04802v5 | PSNR | 27.494 |
Super-Resolution > Image Super-Resolution | FFHQ 512 x 512 - 4x upscaling | SRGAN | http://arxiv.org/abs/1609.04802v5 | SSIM | 0.735 |
Super-Resolution > Image Super-Resolution | FFHQ 512 x 512 - 4x upscaling | SRGAN | http://arxiv.org/abs/1609.04802v5 | MS-SSIM | 0.935 |
Super-Resolution > Image Super-Resolution | FFHQ 512 x 512 - 4x upscaling | SRGAN | http://arxiv.org/abs/1609.04802v5 | LLE | 2.269 |
Super-Resolution > Image Super-Resolution | FFHQ 512 x 512 - 4x upscaling | SRGAN | http://arxiv.org/abs/1609.04802v5 | FED | 0.1097 |
Super-Resolution > Image Super-Resolution | FFHQ 512 x 512 - 4x upscaling | SRGAN | http://arxiv.org/abs/1609.04802v5 | FID | 4.396 |
Super-Resolution > Image Super-Resolution | FFHQ 512 x 512 - 4x upscaling | SRGAN | http://arxiv.org/abs/1609.04802v5 | LPIPS | 0.1313 |
Super-Resolution > Image Super-Resolution | FFHQ 512 x 512 - 4x upscaling | SRGAN | http://arxiv.org/abs/1609.04802v5 | NIQE | 7.378 |
Super-Resolution > Image Super-Resolution | FFHQ 512 x 512 - 4x upscaling | ESRGAN | http://arxiv.org/abs/1809.00219v2 | PSNR | 27.134 |
Super-Resolution > Image Super-Resolution | FFHQ 512 x 512 - 4x upscaling | ESRGAN | http://arxiv.org/abs/1809.00219v2 | SSIM | 0.741 |
Super-Resolution > Image Super-Resolution | FFHQ 512 x 512 - 4x upscaling | ESRGAN | http://arxiv.org/abs/1809.00219v2 | MS-SSIM | 0.935 |
Super-Resolution > Image Super-Resolution | FFHQ 512 x 512 - 4x upscaling | ESRGAN | http://arxiv.org/abs/1809.00219v2 | LLE | 2.261 |
Super-Resolution > Image Super-Resolution | FFHQ 512 x 512 - 4x upscaling | ESRGAN | http://arxiv.org/abs/1809.00219v2 | FED | 0.1107 |
Super-Resolution > Image Super-Resolution | FFHQ 512 x 512 - 4x upscaling | ESRGAN | http://arxiv.org/abs/1809.00219v2 | FID | 3.503 |
Super-Resolution > Image Super-Resolution | FFHQ 512 x 512 - 4x upscaling | ESRGAN | http://arxiv.org/abs/1809.00219v2 | LPIPS | 0.1221 |
Super-Resolution > Image Super-Resolution | FFHQ 512 x 512 - 4x upscaling | ESRGAN | http://arxiv.org/abs/1809.00219v2 | NIQE | 6.984 |
Super-Resolution > Image Super-Resolution | FFHQ 512 x 512 - 4x upscaling | Super-FAN | http://arxiv.org/abs/1712.02765v2 | PSNR | 25.463 |
Super-Resolution > Image Super-Resolution | FFHQ 512 x 512 - 4x upscaling | Super-FAN | http://arxiv.org/abs/1712.02765v2 | SSIM | 0.729 |
Super-Resolution > Image Super-Resolution | FFHQ 512 x 512 - 4x upscaling | Super-FAN | http://arxiv.org/abs/1712.02765v2 | MS-SSIM | 0.913 |
Super-Resolution > Image Super-Resolution | FFHQ 512 x 512 - 4x upscaling | Super-FAN | http://arxiv.org/abs/1712.02765v2 | LLE | 2.333 |
Super-Resolution > Image Super-Resolution | FFHQ 512 x 512 - 4x upscaling | Super-FAN | http://arxiv.org/abs/1712.02765v2 | FED | 0.1416 |
Super-Resolution > Image Super-Resolution | FFHQ 512 x 512 - 4x upscaling | Super-FAN | http://arxiv.org/abs/1712.02765v2 | FID | 14.811 |
Super-Resolution > Image Super-Resolution | FFHQ 512 x 512 - 4x upscaling | Super-FAN | http://arxiv.org/abs/1712.02765v2 | LPIPS | 0.2357 |
Super-Resolution > Image Super-Resolution | FFHQ 512 x 512 - 4x upscaling | Super-FAN | http://arxiv.org/abs/1712.02765v2 | NIQE | 8.719 |
Super-Resolution > Image Super-Resolution | DIV8K val - 16x upscaling | Ours w/o cycle-loss | https://arxiv.org/abs/2106.10437v4 | LPIPS | 0.321 |
Super-Resolution > Image Super-Resolution | DIV8K val - 16x upscaling | RFB-ESRGAN | https://arxiv.org/abs/2005.12597v1 | PSNR | 24.03 |
Super-Resolution > Image Super-Resolution | DIV8K val - 16x upscaling | RFB-ESRGAN | https://arxiv.org/abs/2005.12597v1 | LPIPS | 0.345 |
Super-Resolution > Image Super-Resolution | DIV8K val - 16x upscaling | ABPN | https://arxiv.org/abs/1910.04476v1 | PSNR | 26.71 |
Super-Resolution > Image Super-Resolution | DIV8K val - 16x upscaling | ABPN | https://arxiv.org/abs/1910.04476v1 | SSIM | 0.65 |
Super-Resolution > Image Super-Resolution | General100 - 4x upscaling | SROOE | https://arxiv.org/abs/2211.13676v3 | PSNR | 28.74 |
Super-Resolution > Image Super-Resolution | General100 - 4x upscaling | SROOE | https://arxiv.org/abs/2211.13676v3 | SSIM | 0.8297 |
Super-Resolution > Image Super-Resolution | General100 - 4x upscaling | SROOE | https://arxiv.org/abs/2211.13676v3 | LPIPS | 0.0753 |
Super-Resolution > Image Super-Resolution | General100 - 4x upscaling | SROOE | https://arxiv.org/abs/2211.13676v3 | DISTS | 0.0795 |
Super-Resolution > Image Super-Resolution | General100 - 4x upscaling | SROOE | https://arxiv.org/abs/2211.13676v3 | LR-PSNR | 50.11 |
Super-Resolution > Image Super-Resolution | General100 - 4x upscaling | FxSR-PD t=0.8 | https://arxiv.org/abs/2201.04898v3 | PSNR | 28.44 |
Super-Resolution > Image Super-Resolution | General100 - 4x upscaling | FxSR-PD t=0.8 | https://arxiv.org/abs/2201.04898v3 | SSIM | 0.8229 |
Super-Resolution > Image Super-Resolution | General100 - 4x upscaling | FxSR-PD t=0.8 | https://arxiv.org/abs/2201.04898v3 | LRPSNR | 49.82 |
Super-Resolution > Image Super-Resolution | General100 - 4x upscaling | FxSR-PD t=0.8 | https://arxiv.org/abs/2201.04898v3 | LPIPS | 0.0784 |
Super-Resolution > Image Super-Resolution | General100 - 4x upscaling | FxSR-PD t=0.8 | https://arxiv.org/abs/2201.04898v3 | NIQE | 4.54 |
Super-Resolution > Image Super-Resolution | General100 - 4x upscaling | FxSR-PD t=0.8 | https://arxiv.org/abs/2201.04898v3 | DISTS | 0.0831 |
Super-Resolution > Image Super-Resolution | General100 - 4x upscaling | FxSR-PD t=0.0 | https://arxiv.org/abs/2201.04898v3 | PSNR | 29.94 |
Super-Resolution > Image Super-Resolution | General100 - 4x upscaling | FxSR-PD t=0.0 | https://arxiv.org/abs/2201.04898v3 | SSIM | 0.8629 |
Super-Resolution > Image Super-Resolution | General100 - 4x upscaling | FxSR-PD t=0.0 | https://arxiv.org/abs/2201.04898v3 | LRPSNR | 52.22 |
Super-Resolution > Image Super-Resolution | General100 - 4x upscaling | FxSR-PD t=0.0 | https://arxiv.org/abs/2201.04898v3 | LPIPS | 0.1519 |
Super-Resolution > Image Super-Resolution | General100 - 4x upscaling | FxSR-PD t=0.0 | https://arxiv.org/abs/2201.04898v3 | NIQE | 6.05 |
Super-Resolution > Image Super-Resolution | General100 - 4x upscaling | FxSR-PD t=0.0 | https://arxiv.org/abs/2201.04898v3 | DISTS | 0.1205 |
Super-Resolution > Image Super-Resolution | Celeb-HQ 4x upscaling | Edge-informed SR | https://arxiv.org/abs/1909.05305v1 | PSNR | 28.23 |
Super-Resolution > Image Super-Resolution | Celeb-HQ 4x upscaling | Edge-informed SR | https://arxiv.org/abs/1909.05305v1 | SSIM | 0.912 |
Super-Resolution > Image Super-Resolution | DIV2K val - 4x upscaling | AESOP | https://arxiv.org/abs/2412.00124v2 | PSNR | 29.137 |
Super-Resolution > Image Super-Resolution | DIV2K val - 4x upscaling | AESOP | https://arxiv.org/abs/2412.00124v2 | SSIM | 0.8023 |
Super-Resolution > Image Super-Resolution | DIV2K val - 4x upscaling | AESOP | https://arxiv.org/abs/2412.00124v2 | LPIPS | 0.0893 |
Super-Resolution > Image Super-Resolution | DIV2K val - 4x upscaling | AESOP | https://arxiv.org/abs/2412.00124v2 | DISTS | 0.0459 |
Super-Resolution > Image Super-Resolution | DIV2K val - 4x upscaling | SROOE | https://arxiv.org/abs/2211.13676v3 | PSNR | 27.69 |
Super-Resolution > Image Super-Resolution | DIV2K val - 4x upscaling | SROOE | https://arxiv.org/abs/2211.13676v3 | SSIM | 0.7932 |
Super-Resolution > Image Super-Resolution | DIV2K val - 4x upscaling | SROOE | https://arxiv.org/abs/2211.13676v3 | LPIPS | 0.0957 |
Super-Resolution > Image Super-Resolution | DIV2K val - 4x upscaling | SROOE | https://arxiv.org/abs/2211.13676v3 | LRPSNR | 50.80 |
Super-Resolution > Image Super-Resolution | DIV2K val - 4x upscaling | SROOE | https://arxiv.org/abs/2211.13676v3 | DISTS | 0.0491 |
Super-Resolution > Image Super-Resolution | DIV2K val - 4x upscaling | FxSR-PD t=0.8 | https://arxiv.org/abs/2201.04898v3 | PSNR | 27.51 |
Super-Resolution > Image Super-Resolution | DIV2K val - 4x upscaling | FxSR-PD t=0.8 | https://arxiv.org/abs/2201.04898v3 | SSIM | 0.789 |
Super-Resolution > Image Super-Resolution | DIV2K val - 4x upscaling | FxSR-PD t=0.8 | https://arxiv.org/abs/2201.04898v3 | LPIPS | 0.1028 |
Super-Resolution > Image Super-Resolution | DIV2K val - 4x upscaling | FxSR-PD t=0.8 | https://arxiv.org/abs/2201.04898v3 | LRPSNR | 50.54 |
Super-Resolution > Image Super-Resolution | DIV2K val - 4x upscaling | FxSR-PD t=0.8 | https://arxiv.org/abs/2201.04898v3 | NIQE | 2.81 |
Super-Resolution > Image Super-Resolution | DIV2K val - 4x upscaling | FxSR-PD t=0.8 | https://arxiv.org/abs/2201.04898v3 | DISTS | 0.0513 |
Super-Resolution > Image Super-Resolution | DIV2K val - 4x upscaling | RCOT | https://arxiv.org/abs/2405.02843v2 | PSNR | 28.41 |
Super-Resolution > Image Super-Resolution | DIV2K val - 4x upscaling | RCOT | https://arxiv.org/abs/2405.02843v2 | SSIM | 0.804 |
Super-Resolution > Image Super-Resolution | DIV2K val - 4x upscaling | RCOT | https://arxiv.org/abs/2405.02843v2 | LPIPS | 0.104 |
Super-Resolution > Image Super-Resolution | DIV2K val - 4x upscaling | LINF-LP | https://arxiv.org/abs/2403.10988v3 | PSNR | 28.00 |
Super-Resolution > Image Super-Resolution | DIV2K val - 4x upscaling | LINF-LP | https://arxiv.org/abs/2403.10988v3 | SSIM | 0.78 |
Super-Resolution > Image Super-Resolution | DIV2K val - 4x upscaling | LINF-LP | https://arxiv.org/abs/2403.10988v3 | LPIPS | 0.105 |
Super-Resolution > Image Super-Resolution | DIV2K val - 4x upscaling | LINF-LP | https://arxiv.org/abs/2403.10988v3 | LRPSNR | 47.3 |
Super-Resolution > Image Super-Resolution | DIV2K val - 4x upscaling | SRFlow-LP | https://arxiv.org/abs/2403.10988v3 | PSNR | 27.51 |
Super-Resolution > Image Super-Resolution | DIV2K val - 4x upscaling | SRFlow-LP | https://arxiv.org/abs/2403.10988v3 | SSIM | 0.78 |
Super-Resolution > Image Super-Resolution | DIV2K val - 4x upscaling | SRFlow-LP | https://arxiv.org/abs/2403.10988v3 | LPIPS | 0.109 |
Super-Resolution > Image Super-Resolution | DIV2K val - 4x upscaling | SRFlow-LP | https://arxiv.org/abs/2403.10988v3 | LRPSNR | 51.51 |
Super-Resolution > Image Super-Resolution | DIV2K val - 4x upscaling | LINF | https://arxiv.org/abs/2303.05156v3 | PSNR | 27.33 |
Super-Resolution > Image Super-Resolution | DIV2K val - 4x upscaling | LINF | https://arxiv.org/abs/2303.05156v3 | SSIM | 0.76 |
Super-Resolution > Image Super-Resolution | DIV2K val - 4x upscaling | LINF | https://arxiv.org/abs/2303.05156v3 | LPIPS | 0.112 |
Super-Resolution > Image Super-Resolution | DIV2K val - 4x upscaling | SRFlow | https://arxiv.org/abs/2006.14200v2 | PSNR | 27.09 |
Super-Resolution > Image Super-Resolution | DIV2K val - 4x upscaling | SRFlow | https://arxiv.org/abs/2006.14200v2 | SSIM | 0.76 |
Super-Resolution > Image Super-Resolution | DIV2K val - 4x upscaling | SRFlow | https://arxiv.org/abs/2006.14200v2 | LPIPS | 0.12 |
Super-Resolution > Image Super-Resolution | DIV2K val - 4x upscaling | SRFlow | https://arxiv.org/abs/2006.14200v2 | LRPSNR | 49.96 |
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