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 (trained on GoPro) | Restormer | https://arxiv.org/abs/2111.09881v2 | SSIM (sRGB) | 0.879 |
10-shot image generation > Deblurring | RealBlur-J (trained on GoPro) | DeepRFT+ | https://arxiv.org/abs/2111.11745v2 | PSNR (sRGB) | 28.88 |
10-shot image generation > Deblurring | RealBlur-J (trained on GoPro) | DeepRFT+ | https://arxiv.org/abs/2111.11745v2 | SSIM (sRGB) | 0.880 |
10-shot image generation > Deblurring | RealBlur-J (trained on GoPro) | MAXIM | https://arxiv.org/abs/2201.02973v2 | PSNR (sRGB) | 28.83 |
10-shot image generation > Deblurring | RealBlur-J (trained on GoPro) | MAXIM | https://arxiv.org/abs/2201.02973v2 | SSIM (sRGB) | 0.875 |
10-shot image generation > Deblurring | RealBlur-J (trained on GoPro) | MSSNet | https://arxiv.org/abs/2202.09652v3 | PSNR (sRGB) | 28.79 |
10-shot image generation > Deblurring | RealBlur-J (trained on GoPro) | MSSNet | https://arxiv.org/abs/2202.09652v3 | SSIM (sRGB) | 0.879 |
10-shot image generation > Deblurring | RealBlur-J (trained on GoPro) | MPRNet | https://arxiv.org/abs/2102.02808v2 | PSNR (sRGB) | 28.70 |
10-shot image generation > Deblurring | RealBlur-J (trained on GoPro) | MPRNet | https://arxiv.org/abs/2102.02808v2 | SSIM (sRGB) | 0.873 |
10-shot image generation > Deblurring | RealBlur-J (trained on GoPro) | DeblurGAN-v2 | https://arxiv.org/abs/1908.03826v1 | PSNR (sRGB) | 28.70 |
10-shot image generation > Deblurring | RealBlur-J (trained on GoPro) | DeblurGAN-v2 | https://arxiv.org/abs/1908.03826v1 | SSIM (sRGB) | 0.866 |
10-shot image generation > Deblurring | RealBlur-J (trained on GoPro) | SRN | http://arxiv.org/abs/1802.01770v1 | PSNR (sRGB) | 28.56 |
10-shot image generation > Deblurring | RealBlur-J (trained on GoPro) | Pan et al | http://openaccess.thecvf.com/content_cvpr_2016/html/Pan_Blind_Image_Deblurring_CVPR_2016_paper.html | PSNR (sRGB) | 27.22 |
10-shot image generation > Deblurring | RealBlur-J (trained on GoPro) | Pan et al | http://openaccess.thecvf.com/content_cvpr_2016/html/Pan_Blind_Image_Deblurring_CVPR_2016_paper.html | SSIM (sRGB) | 0.790 |
10-shot image generation > Deblurring | RealBlur-J (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) | 26.41 |
10-shot image generation > Deblurring | RealBlur-J (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) | 0.803 |
10-shot image generation > Deblurring | RealBlur-J (trained on GoPro) | DeblurGAN | http://arxiv.org/abs/1711.07064v4 | SSIM (sRGB) | 0.834 |
10-shot image generation > Deblurring | Second dialogue state tracking challenge | Ours | https://arxiv.org/abs/2104.07925v1 | MAE | 0.0377 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | MAXIM | https://arxiv.org/abs/2201.02973v2 | PSNR (sRGB) | 32.83 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | MAXIM | https://arxiv.org/abs/2201.02973v2 | SSIM (sRGB) | 0.956 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | MAXIM | https://arxiv.org/abs/2201.02973v2 | Params (M) | 22.2 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | AdaRevD | https://arxiv.org/abs/2406.09135v1 | PSNR (sRGB) | 32.35 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | AdaRevD | https://arxiv.org/abs/2406.09135v1 | SSIM (sRGB) | 0.953 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | ID-Blau (FFTformer) | https://arxiv.org/abs/2312.10998v2 | PSNR (sRGB) | 31.94 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | ID-Blau (FFTformer) | https://arxiv.org/abs/2312.10998v2 | SSIM (sRGB) | 0.949 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | CAPTNet | https://arxiv.org/abs/2309.03063v2 | PSNR (sRGB) | 31.86 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | CAPTNet | https://arxiv.org/abs/2309.03063v2 | SSIM (sRGB) | 0.949 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | LoFormer | https://arxiv.org/abs/2407.16993v1 | PSNR (sRGB) | 31.86 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | LoFormer | https://arxiv.org/abs/2407.16993v1 | SSIM (sRGB) | 0.949 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | XYScanNet | https://arxiv.org/abs/2412.10338v3 | PSNR (sRGB) | 31.74 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | XYScanNet | https://arxiv.org/abs/2412.10338v3 | SSIM (sRGB) | 0.947 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | ID-Blau (Restormer) | https://arxiv.org/abs/2312.10998v2 | PSNR (sRGB) | 31.66 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | ID-Blau (Restormer) | https://arxiv.org/abs/2312.10998v2 | SSIM (sRGB) | 0.947 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | DeepRFT+ | https://arxiv.org/abs/2111.11745v2 | PSNR (sRGB) | 31.66 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | DeepRFT+ | https://arxiv.org/abs/2111.11745v2 | SSIM (sRGB) | 0.946 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | FFTformer | https://arxiv.org/abs/2211.12250v1 | PSNR (sRGB) | 31.62 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | FFTformer | https://arxiv.org/abs/2211.12250v1 | SSIM (sRGB) | 0.9455 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | FFTformer | https://arxiv.org/abs/2211.12250v1 | Params (M) | 16.6 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | LaKDNet | https://arxiv.org/abs/2302.02234v1 | PSNR (sRGB) | 31.58 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | LaKDNet | https://arxiv.org/abs/2302.02234v1 | SSIM (sRGB) | 0.946 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | LaKDNet | https://arxiv.org/abs/2302.02234v1 | Params (M) | 37.5 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | ID-Blau (Stripformer) | https://arxiv.org/abs/2312.10998v2 | PSNR (sRGB) | 31.50 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | ID-Blau (Stripformer) | https://arxiv.org/abs/2312.10998v2 | SSIM (sRGB) | 0.944 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | Restormer-TLC | https://arxiv.org/abs/2112.04491v4 | PSNR (sRGB) | 31.49 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | Restormer-TLC | https://arxiv.org/abs/2112.04491v4 | SSIM (sRGB) | 0.945 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | Restormer-TLC | https://arxiv.org/abs/2112.04491v4 | Params (M) | 26.13 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | DeblurDiNAT-L | https://arxiv.org/abs/2403.13163v5 | PSNR (sRGB) | 31.47 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | DeblurDiNAT-L | https://arxiv.org/abs/2403.13163v5 | SSIM (sRGB) | 0.944 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | DeblurDiNAT-L | https://arxiv.org/abs/2403.13163v5 | Params (M) | 16.1 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | Restormer | https://arxiv.org/abs/2111.09881v2 | PSNR (sRGB) | 31.22 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | Restormer | https://arxiv.org/abs/2111.09881v2 | SSIM (sRGB) | 0.942 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | Restormer | https://arxiv.org/abs/2111.09881v2 | Params (M) | 26.13 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | MPRNet-TLC | https://arxiv.org/abs/2112.04491v4 | PSNR (sRGB) | 31.19 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | MPRNet-TLC | https://arxiv.org/abs/2112.04491v4 | SSIM (sRGB) | 0.942 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | MPRNet-TLC | https://arxiv.org/abs/2112.04491v4 | Params (M) | 20.1 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | Stripformer | https://arxiv.org/abs/2204.04627v2 | PSNR (sRGB) | 31.03 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | Stripformer | https://arxiv.org/abs/2204.04627v2 | SSIM (sRGB) | 0.94 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | MPRNet | https://arxiv.org/abs/2102.02808v2 | PSNR (sRGB) | 30.96 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | MPRNet | https://arxiv.org/abs/2102.02808v2 | SSIM (sRGB) | 0.939 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | MPRNet | https://arxiv.org/abs/2102.02808v2 | Params (M) | 20.1 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | Uformer-B | https://arxiv.org/abs/2106.03106v2 | PSNR (sRGB) | 30.83 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | Uformer-B | https://arxiv.org/abs/2106.03106v2 | SSIM (sRGB) | 0.952 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | Uformer-B | https://arxiv.org/abs/2106.03106v2 | Params (M) | 50.88 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | BANet | https://arxiv.org/abs/2101.07518v4 | PSNR (sRGB) | 30.16 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | BANet | https://arxiv.org/abs/2101.07518v4 | SSIM (sRGB) | 0.93 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | Suin et al | null | PSNR (sRGB) | 29.98 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | Suin et al | null | SSIM (sRGB) | 0.930 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | MT-RNN | https://arxiv.org/abs/1911.07410v1 | PSNR (sRGB) | 29.15 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | MT-RNN | https://arxiv.org/abs/1911.07410v1 | SSIM (sRGB) | 0.918 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | MT-RNN | https://arxiv.org/abs/1911.07410v1 | Params (M) | 2.6 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | Gao et al | null | PSNR (sRGB) | 29.11 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | Gao et al | null | SSIM (sRGB) | 0.913 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | DMPHN | http://arxiv.org/abs/1904.03468v1 | PSNR (sRGB) | 29.09 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | DMPHN | http://arxiv.org/abs/1904.03468v1 | SSIM (sRGB) | 0.924 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | DMPHN | http://arxiv.org/abs/1904.03468v1 | Params (M) | 7.23 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | DBGAN | https://arxiv.org/abs/2004.01860v2 | PSNR (sRGB) | 28.94 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | DBGAN | https://arxiv.org/abs/2004.01860v2 | SSIM (sRGB) | 0.915 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | SRN | http://arxiv.org/abs/1802.01770v1 | PSNR (sRGB) | 28.36 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | SRN | http://arxiv.org/abs/1802.01770v1 | SSIM (sRGB) | 0.915 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | SRN | http://arxiv.org/abs/1802.01770v1 | Params (M) | 8.06 |
10-shot image generation > Deblurring | HIDE (trained on GOPRO) | Nah et al | http://arxiv.org/abs/1612.02177v2 | PSNR (sRGB) | 25.73 |
10-shot image generation > Deblurring | RSBlur | MLWNet | https://arxiv.org/abs/2401.00027v2 | Average PSNR | 34.94 |
10-shot image generation > Deblurring | RSBlur | MLWNet | https://arxiv.org/abs/2401.00027v2 | SSIM | 0.880 |
10-shot image generation > Deblurring | RSBlur | SegDeblur | https://arxiv.org/abs/2404.12168v1 | Average PSNR | 34.63 |
10-shot image generation > Deblurring | RSBlur | SFNet | https://openreview.net/forum?id=tyZ1ChGZIKO | Average PSNR | 34.35 |
10-shot image generation > Deblurring | RSBlur | FSNet | https://ieeexplore.ieee.org/document/10310164 | Average PSNR | 34.31 |
10-shot image generation > Deblurring | RSBlur | IRNext | https://openreview.net/forum?id=MZkbgahv4a | Average PSNR | 34.08 |
10-shot image generation > Deblurring | RSBlur | ConvIR | https://ieeexplore.ieee.org/abstract/document/10571568 | Average PSNR | 34.06 |
10-shot image generation > Deblurring | RSBlur | Uformer-B | https://arxiv.org/abs/2106.03106v2 | Average PSNR | 33.98 |
10-shot image generation > Deblurring | RSBlur | Restormer | https://arxiv.org/abs/2111.09881v2 | Average PSNR | 33.69 |
10-shot image generation > Deblurring | RSBlur | MPRNet | https://arxiv.org/abs/2102.02808v2 | Average PSNR | 33.61 |
10-shot image generation > Deblurring | RSBlur | MIMO-UNet+ | https://arxiv.org/abs/2108.05054v2 | Average PSNR | 33.37 |
10-shot image generation > Deblurring | RSBlur | MIMO-UNet | https://arxiv.org/abs/2108.05054v2 | Average PSNR | 32.73 |
10-shot image generation > Deblurring | RSBlur | SRN-Deblur | http://arxiv.org/abs/1802.01770v1 | Average PSNR | 32.53 |
10-shot image generation > Deblurring | RSBlur (trained on synthetic) | MIMO-UNet + Realistic blur | https://arxiv.org/abs/2202.08771v3 | Average PSNR | 32.08 |
10-shot image generation > Deblurring | RSBlur (trained on synthetic) | SRN-Deblur + Realistic blur | https://arxiv.org/abs/2202.08771v3 | Average PSNR | 32.06 |
10-shot image generation > Text to Speech | ^(#$!@#$)(()))****** | Reply | https://arxiv.org/abs/2307.01944v1 | 0-shot MRR | شێوازی نووسینی خاڵبەندی بەدەنگ: سێخاڵ: ... خاڵ: . نیشانەی سەرسووڕمان: ! نیشانەی پرسیار: ؟ فاریزە: ، خاڵبۆر: ؛ جووتخاڵ: : تەقەڵ: - کردنەوەی کەوانە: ( داخستنی کەوانە: ) کردنەوەی کەوانەی گۆشەدا: [ داخستنی کەوانەی گۆشەدار: [ کردنەوەی جووتکەوانە: « داخستنی جووتکەوانە: » هێڵی لار: / |
10-shot image generation > Text to Speech | . | mio | https://arxiv.org/abs/2306.07691v2 | 0-shot MRR | mio |
10-shot image generation > Face Swapping | HOD | Work | https://arxiv.org/abs/2311.11009v1 | 0-shot MRR | Good |
10-shot image generation > Face Swapping | ^(#$!@#$)(()))****** | Ganesh deka | https://arxiv.org/abs/2402.04499v2 | 10% | 2 |
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