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-J | Stripformer | https://arxiv.org/abs/2204.04627v2 | SSIM (sRGB) | 0.929 |
10-shot image generation > Deblurring | RealBlur-J | Stripformer | https://arxiv.org/abs/2204.04627v2 | PSNR (sRGB) | 32.48 |
10-shot image generation > Deblurring | RealBlur-J | Stripformer | https://arxiv.org/abs/2204.04627v2 | Params(M) | 20 |
10-shot image generation > Deblurring | RealBlur-J | MSSNet | https://arxiv.org/abs/2202.09652v3 | SSIM (sRGB) | 0.928 |
10-shot image generation > Deblurring | RealBlur-J | MSSNet | https://arxiv.org/abs/2202.09652v3 | PSNR (sRGB) | 32.1 |
10-shot image generation > Deblurring | RealBlur-J | MSSNet | https://arxiv.org/abs/2202.09652v3 | Params(M) | 15.6 |
10-shot image generation > Deblurring | RealBlur-J | MIMO-UNet++ | https://arxiv.org/abs/2108.05054v2 | SSIM (sRGB) | 0.921 |
10-shot image generation > Deblurring | RealBlur-J | MIMO-UNet++ | https://arxiv.org/abs/2108.05054v2 | PSNR (sRGB) | 32.05 |
10-shot image generation > Deblurring | RealBlur-J | MIMO-UNet++ | https://arxiv.org/abs/2108.05054v2 | Params(M) | 16.1 |
10-shot image generation > Deblurring | RealBlur-J | BANet | https://arxiv.org/abs/2101.07518v4 | SSIM (sRGB) | 0.923 |
10-shot image generation > Deblurring | RealBlur-J | BANet | https://arxiv.org/abs/2101.07518v4 | PSNR (sRGB) | 32.00 |
10-shot image generation > Deblurring | RealBlur-J | MPRNet | https://arxiv.org/abs/2102.02808v2 | SSIM (sRGB) | 0.922 |
10-shot image generation > Deblurring | RealBlur-J | MPRNet | https://arxiv.org/abs/2102.02808v2 | PSNR (sRGB) | 31.76 |
10-shot image generation > Deblurring | RealBlur-J | MPRNet | https://arxiv.org/abs/2102.02808v2 | Params(M) | 20.1 |
10-shot image generation > Deblurring | RealBlur-J | SRN | http://arxiv.org/abs/1802.01770v1 | SSIM (sRGB) | 0.909 |
10-shot image generation > Deblurring | RealBlur-J | SRN | http://arxiv.org/abs/1802.01770v1 | PSNR (sRGB) | 31.38 |
10-shot image generation > Deblurring | RealBlur-J | SRN | http://arxiv.org/abs/1802.01770v1 | Params(M) | 8.06 |
10-shot image generation > Deblurring | RealBlur-J | DeblurGAN-v2 | https://arxiv.org/abs/1908.03826v1 | SSIM (sRGB) | 0.870 |
10-shot image generation > Deblurring | RealBlur-J | DeblurGAN-v2 | https://arxiv.org/abs/1908.03826v1 | PSNR (sRGB) | 29.69 |
10-shot image generation > Deblurring | RealBlur-J | DeblurGAN-v2 | https://arxiv.org/abs/1908.03826v1 | Params(M) | 5.08 |
10-shot image generation > Deblurring | BASED | VRT (GoPro) | https://arxiv.org/abs/2201.12288v2 | VMAF | 66.72253 |
10-shot image generation > Deblurring | BASED | VRT (GoPro) | https://arxiv.org/abs/2201.12288v2 | PSNR | 31.42945 |
10-shot image generation > Deblurring | BASED | DeblurGAN Inception | https://arxiv.org/abs/1908.03826v1 | VMAF | 66.91781 |
10-shot image generation > Deblurring | BASED | DeblurGAN Inception | https://arxiv.org/abs/1908.03826v1 | LPIPS | 0.08867 |
10-shot image generation > Deblurring | BASED | DeblurGAN Inception | https://arxiv.org/abs/1908.03826v1 | ERQAv2.0 | 0.74297 |
10-shot image generation > Deblurring | BASED | DeblurGAN Inception | https://arxiv.org/abs/1908.03826v1 | SSIM | 0.94301 |
10-shot image generation > Deblurring | BASED | DeblurGAN Inception | https://arxiv.org/abs/1908.03826v1 | PSNR | 31.17171 |
10-shot image generation > Deblurring | BASED | VRT (REDS) | https://arxiv.org/abs/2201.12288v2 | VMAF | 66.81782 |
10-shot image generation > Deblurring | BASED | VRT (REDS) | https://arxiv.org/abs/2201.12288v2 | LPIPS | 0.08248 |
10-shot image generation > Deblurring | BASED | VRT (REDS) | https://arxiv.org/abs/2201.12288v2 | ERQAv2.0 | 0.74874 |
10-shot image generation > Deblurring | BASED | VRT (REDS) | https://arxiv.org/abs/2201.12288v2 | SSIM | 0.94503 |
10-shot image generation > Deblurring | BASED | VRT (REDS) | https://arxiv.org/abs/2201.12288v2 | PSNR | 30.97878 |
10-shot image generation > Deblurring | BASED | MAXIM (REDS) | https://arxiv.org/abs/2201.02973v2 | PSNR | 30.65728 |
10-shot image generation > Deblurring | RealBlur-R | AdaRevD | https://arxiv.org/abs/2406.09135v1 | PSNR (sRGB) | 41.19 |
10-shot image generation > Deblurring | RealBlur-R | AdaRevD | https://arxiv.org/abs/2406.09135v1 | SSIM (sRGB) | 0.979 |
10-shot image generation > Deblurring | RealBlur-R | ALGNet | https://arxiv.org/abs/2403.20106v2 | PSNR (sRGB) | 41.16 |
10-shot image generation > Deblurring | RealBlur-R | ALGNet | https://arxiv.org/abs/2403.20106v2 | SSIM (sRGB) | 0.981 |
10-shot image generation > Deblurring | RealBlur-R | ID-Blau (Stripformer) | https://arxiv.org/abs/2312.10998v2 | PSNR (sRGB) | 41.06 |
10-shot image generation > Deblurring | RealBlur-R | ID-Blau (Stripformer) | https://arxiv.org/abs/2312.10998v2 | SSIM (sRGB) | 0.977 |
10-shot image generation > Deblurring | RealBlur-R | MLWNet | https://arxiv.org/abs/2401.00027v2 | PSNR (sRGB) | 40.69 |
10-shot image generation > Deblurring | RealBlur-R | MLWNet | https://arxiv.org/abs/2401.00027v2 | SSIM (sRGB) | 0.976 |
10-shot image generation > Deblurring | RealBlur-R | ID-Blau (FFTformer) | https://arxiv.org/abs/2312.10998v2 | PSNR (sRGB) | 40.45 |
10-shot image generation > Deblurring | RealBlur-R | ID-Blau (FFTformer) | https://arxiv.org/abs/2312.10998v2 | SSIM (sRGB) | 0.975 |
10-shot image generation > Deblurring | RealBlur-R | ID-Blau (Restormer) | https://arxiv.org/abs/2312.10998v2 | PSNR (sRGB) | 40.31 |
10-shot image generation > Deblurring | RealBlur-R | ID-Blau (Restormer) | https://arxiv.org/abs/2312.10998v2 | SSIM (sRGB) | 0.974 |
10-shot image generation > Deblurring | RealBlur-R | LoFormer | https://arxiv.org/abs/2407.16993v1 | PSNR (sRGB) | 40.23 |
10-shot image generation > Deblurring | RealBlur-R | LoFormer | https://arxiv.org/abs/2407.16993v1 | SSIM (sRGB) | 0.974 |
10-shot image generation > Deblurring | RealBlur-R | FFTformer | https://arxiv.org/abs/2211.12250v1 | PSNR (sRGB) | 40.11 |
10-shot image generation > Deblurring | RealBlur-R | FFTformer | https://arxiv.org/abs/2211.12250v1 | SSIM (sRGB) | 0.9737 |
10-shot image generation > Deblurring | RealBlur-R | DeepRFT+ | https://arxiv.org/abs/2111.11745v2 | PSNR (sRGB) | 40.01 |
10-shot image generation > Deblurring | RealBlur-R | DeepRFT+ | https://arxiv.org/abs/2111.11745v2 | SSIM (sRGB) | 0.973 |
10-shot image generation > Deblurring | RealBlur-R | Stripformer | https://arxiv.org/abs/2204.04627v2 | PSNR (sRGB) | 39.84 |
10-shot image generation > Deblurring | RealBlur-R | Stripformer | https://arxiv.org/abs/2204.04627v2 | SSIM (sRGB) | 0.974 |
10-shot image generation > Deblurring | RealBlur-R | Stripformer | https://arxiv.org/abs/2204.04627v2 | Params | 20 |
10-shot image generation > Deblurring | RealBlur-R | MSSNet | https://arxiv.org/abs/2202.09652v3 | PSNR (sRGB) | 39.76 |
10-shot image generation > Deblurring | RealBlur-R | MSSNet | https://arxiv.org/abs/2202.09652v3 | SSIM (sRGB) | 0.972 |
10-shot image generation > Deblurring | RealBlur-R | MSSNet | https://arxiv.org/abs/2202.09652v3 | Params | 15.59 |
10-shot image generation > Deblurring | RealBlur-R | BANet | https://arxiv.org/abs/2101.07518v4 | PSNR (sRGB) | 39.55 |
10-shot image generation > Deblurring | RealBlur-R | BANet | https://arxiv.org/abs/2101.07518v4 | SSIM (sRGB) | 0.971 |
10-shot image generation > Deblurring | RealBlur-R | MAXIM | https://arxiv.org/abs/2201.02973v2 | PSNR (sRGB) | 39.45 |
10-shot image generation > Deblurring | RealBlur-R | MPRNet | https://arxiv.org/abs/2102.02808v2 | PSNR (sRGB) | 39.31 |
10-shot image generation > Deblurring | RealBlur-R | MPRNet | https://arxiv.org/abs/2102.02808v2 | SSIM (sRGB) | 0.972 |
10-shot image generation > Deblurring | RealBlur-R | SRN | http://arxiv.org/abs/1802.01770v1 | PSNR (sRGB) | 38.65 |
10-shot image generation > Deblurring | RealBlur-R | SRN | http://arxiv.org/abs/1802.01770v1 | SSIM (sRGB) | 0.965 |
10-shot image generation > Deblurring | RealBlur-R | SRN | http://arxiv.org/abs/1802.01770v1 | Params | 8.06 |
10-shot image generation > Deblurring | RealBlur-R | DeblurGAN-v2 | https://arxiv.org/abs/1908.03826v1 | PSNR (sRGB) | 36.44 |
10-shot image generation > Deblurring | RealBlur-R | DeblurGAN-v2 | https://arxiv.org/abs/1908.03826v1 | SSIM (sRGB) | 0.935 |
10-shot image generation > Deblurring | RealBlur-R | MAXIM-3S | https://arxiv.org/abs/2201.02973v2 | SSIM (sRGB) | 0.961 |
10-shot image generation > Deblurring | DVD | BSSTNet | https://arxiv.org/abs/2406.07551v1 | PSNR | 34.95 |
10-shot image generation > Deblurring | DVD | BSSTNet | https://arxiv.org/abs/2406.07551v1 | SSIM | 0.9703 |
10-shot image generation > Deblurring | DVD | RVRT | https://arxiv.org/abs/2206.02146v3 | PSNR | 34.92 |
10-shot image generation > Deblurring | DVD | RVRT | https://arxiv.org/abs/2206.02146v3 | SSIM | 97.38 |
10-shot image generation > Deblurring | DVD | GShift-Net | https://arxiv.org/abs/2206.10810v2 | PSNR | 34.69 |
10-shot image generation > Deblurring | DVD | GShift-Net | https://arxiv.org/abs/2206.10810v2 | SSIM | 0.969 |
10-shot image generation > Deblurring | DVD | VRT | https://arxiv.org/abs/2201.12288v2 | PSNR | 34.27 |
10-shot image generation > Deblurring | DVD | FGST | https://arxiv.org/abs/2201.01893v3 | PSNR | 33.50 |
10-shot image generation > Deblurring | DVD | STDAN | https://arxiv.org/abs/2207.10852v1 | PSNR | 33.05 |
10-shot image generation > Deblurring | DVD | STDAN | https://arxiv.org/abs/2207.10852v1 | SSIM | 0.9374 |
10-shot image generation > Deblurring | DVD | MB2D | https://arxiv.org/abs/2012.12507v1 | PSNR | 32.34 |
10-shot image generation > Deblurring | DVD | FGST | https://arxiv.org/abs/2201.01893v3 | PSNR | 33.03 |
10-shot image generation > Deblurring | DVD | CDVD-TSP | https://arxiv.org/abs/2004.02501v1 | PSNR | 32.13 |
10-shot image generation > Deblurring | DVD | STFAN | https://arxiv.org/abs/1904.12257v2 | PSNR | 31.27 |
10-shot image generation > Deblurring | GoPro | BSSTNet | https://arxiv.org/abs/2406.07551v1 | PSNR | 35.98 |
10-shot image generation > Deblurring | GoPro | BSSTNet | https://arxiv.org/abs/2406.07551v1 | SSIM | 0.9792 |
10-shot image generation > Deblurring | GoPro | GShift-Net | https://arxiv.org/abs/2206.10810v2 | PSNR | 35.88 |
10-shot image generation > Deblurring | GoPro | GShift-Net | https://arxiv.org/abs/2206.10810v2 | SSIM | 0.979 |
10-shot image generation > Deblurring | GoPro | DLEFNet | https://arxiv.org/abs/2306.00834v1 | PSNR | 35.61 |
10-shot image generation > Deblurring | GoPro | DLEFNet | https://arxiv.org/abs/2306.00834v1 | SSIM | 0.973 |
10-shot image generation > Deblurring | GoPro | EFNet | https://arxiv.org/abs/2112.00167v3 | PSNR | 35.46 |
10-shot image generation > Deblurring | GoPro | EFNet | https://arxiv.org/abs/2112.00167v3 | SSIM | 0.972 |
10-shot image generation > Deblurring | GoPro | NIRE | https://arxiv.org/abs/2305.13593v1 | PSNR | 35.03 |
10-shot image generation > Deblurring | GoPro | NIRE | https://arxiv.org/abs/2305.13593v1 | SSIM | 0.973 |
10-shot image generation > Deblurring | GoPro | VRT | https://arxiv.org/abs/2201.12288v2 | PSNR | 34.81 |
10-shot image generation > Deblurring | GoPro | VRT | https://arxiv.org/abs/2201.12288v2 | SSIM | 0.9724 |
10-shot image generation > Deblurring | GoPro | AdaRevD | https://arxiv.org/abs/2406.09135v1 | PSNR | 34.6 |
10-shot image generation > Deblurring | GoPro | AdaRevD | https://arxiv.org/abs/2406.09135v1 | SSIM | 0.972 |
10-shot image generation > Deblurring | GoPro | Turtle | https://arxiv.org/abs/2410.03936v2 | PSNR | 34.5 |
10-shot image generation > Deblurring | GoPro | Turtle | https://arxiv.org/abs/2410.03936v2 | SSIM | 0.972 |
10-shot image generation > Deblurring | GoPro | ID-Blau (FFTformer) | https://arxiv.org/abs/2312.10998v2 | PSNR | 34.36 |
10-shot image generation > Deblurring | GoPro | ID-Blau (FFTformer) | https://arxiv.org/abs/2312.10998v2 | SSIM | 0.970 |
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