{"task":"Deblurring","dataset":"BASED","metric_names":["PSNR","VMAF","ERQAv2.0","LPIPS","SSIM"],"rows":[{"id":108,"task":"Deblurring","parent_task":null,"dataset":"BASED","model_name":"VRT (GoPro)","metrics":{"PSNR":"31.42945","VMAF":"66.72253"},"paper_url":"https://arxiv.org/abs/2201.12288v2","paper_title":"VRT: A Video Restoration Transformer","paper_date":"2022-01-28","code_links":[{"title":"jingyunliang/vrt","url":"https://github.com/jingyunliang/vrt"}],"metrics_order":"[\"PSNR\", \"VMAF\", \"ERQAv2.0\", \"LPIPS\", \"SSIM\"]","area":"Computer Vision","uses_additional_data":0,"source":"archive","tags":[]},{"id":109,"task":"Deblurring","parent_task":null,"dataset":"BASED","model_name":"DeblurGAN Inception","metrics":{"ERQAv2.0":"0.74297","LPIPS":"0.08867","PSNR":"31.17171","SSIM":"0.94301","VMAF":"66.91781"},"paper_url":"https://arxiv.org/abs/1908.03826v1","paper_title":"DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better","paper_date":"2019-08-10","code_links":[{"title":"kritiksoman/GIMP-ML","url":"https://github.com/kritiksoman/GIMP-ML"},{"title":"vita-group/deblurganv2","url":"https://github.com/vita-group/deblurganv2"},{"title":"KupynOrest/DeblurGANv2","url":"https://github.com/KupynOrest/DeblurGANv2"},{"title":"TAMU-VITA/DeblurGANv2","url":"https://github.com/TAMU-VITA/DeblurGANv2"},{"title":"HDCVLab/MC-Blur-Dataset","url":"https://github.com/HDCVLab/MC-Blur-Dataset"},{"title":"vcarehuman/YoloPose","url":"https://github.com/vcarehuman/YoloPose"}],"metrics_order":"[\"PSNR\", \"VMAF\", \"ERQAv2.0\", \"LPIPS\", \"SSIM\"]","area":"Computer Vision","uses_additional_data":0,"source":"archive","tags":[]},{"id":110,"task":"Deblurring","parent_task":null,"dataset":"BASED","model_name":"VRT (REDS)","metrics":{"ERQAv2.0":"0.74874","LPIPS":"0.08248","PSNR":"30.97878","SSIM":"0.94503","VMAF":"66.81782"},"paper_url":"https://arxiv.org/abs/2201.12288v2","paper_title":"VRT: A Video Restoration Transformer","paper_date":"2022-01-28","code_links":[{"title":"jingyunliang/vrt","url":"https://github.com/jingyunliang/vrt"}],"metrics_order":"[\"PSNR\", \"VMAF\", \"ERQAv2.0\", \"LPIPS\", \"SSIM\"]","area":"Computer Vision","uses_additional_data":0,"source":"archive","tags":[]},{"id":111,"task":"Deblurring","parent_task":null,"dataset":"BASED","model_name":"MAXIM (REDS)","metrics":{"PSNR":"30.65728"},"paper_url":"https://arxiv.org/abs/2201.02973v2","paper_title":"MAXIM: Multi-Axis MLP for Image Processing","paper_date":"2022-01-09","code_links":[{"title":"google-research/maxim","url":"https://github.com/google-research/maxim"},{"title":"vztu/maxim-pytorch","url":"https://github.com/vztu/maxim-pytorch"},{"title":"sayakpaul/maxim-tf","url":"https://github.com/sayakpaul/maxim-tf"}],"metrics_order":"[\"PSNR\", \"VMAF\", \"ERQAv2.0\", \"LPIPS\", \"SSIM\"]","area":"Computer Vision","uses_additional_data":0,"source":"archive","tags":[]},{"id":119787,"task":"Deblurring","parent_task":"2D Classification","dataset":"BASED","model_name":"VRT (GoPro)","metrics":{"PSNR":"31.42945","VMAF":"66.72253"},"paper_url":"https://arxiv.org/abs/2201.12288v2","paper_title":"VRT: A Video Restoration Transformer","paper_date":"2022-01-28","code_links":[{"title":"jingyunliang/vrt","url":"https://github.com/jingyunliang/vrt"}],"metrics_order":"[\"PSNR\", \"VMAF\", \"ERQAv2.0\", \"LPIPS\", \"SSIM\"]","area":"Computer Vision","uses_additional_data":0,"source":"archive","tags":[]},{"id":119788,"task":"Deblurring","parent_task":"2D Classification","dataset":"BASED","model_name":"DeblurGAN Inception","metrics":{"ERQAv2.0":"0.74297","LPIPS":"0.08867","PSNR":"31.17171","SSIM":"0.94301","VMAF":"66.91781"},"paper_url":"https://arxiv.org/abs/1908.03826v1","paper_title":"DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better","paper_date":"2019-08-10","code_links":[{"title":"kritiksoman/GIMP-ML","url":"https://github.com/kritiksoman/GIMP-ML"},{"title":"vita-group/deblurganv2","url":"https://github.com/vita-group/deblurganv2"},{"title":"KupynOrest/DeblurGANv2","url":"https://github.com/KupynOrest/DeblurGANv2"},{"title":"TAMU-VITA/DeblurGANv2","url":"https://github.com/TAMU-VITA/DeblurGANv2"},{"title":"HDCVLab/MC-Blur-Dataset","url":"https://github.com/HDCVLab/MC-Blur-Dataset"},{"title":"vcarehuman/YoloPose","url":"https://github.com/vcarehuman/YoloPose"}],"metrics_order":"[\"PSNR\", \"VMAF\", \"ERQAv2.0\", \"LPIPS\", \"SSIM\"]","area":"Computer Vision","uses_additional_data":0,"source":"archive","tags":[]},{"id":119789,"task":"Deblurring","parent_task":"2D Classification","dataset":"BASED","model_name":"VRT (REDS)","metrics":{"ERQAv2.0":"0.74874","LPIPS":"0.08248","PSNR":"30.97878","SSIM":"0.94503","VMAF":"66.81782"},"paper_url":"https://arxiv.org/abs/2201.12288v2","paper_title":"VRT: A Video Restoration Transformer","paper_date":"2022-01-28","code_links":[{"title":"jingyunliang/vrt","url":"https://github.com/jingyunliang/vrt"}],"metrics_order":"[\"PSNR\", \"VMAF\", \"ERQAv2.0\", \"LPIPS\", \"SSIM\"]","area":"Computer Vision","uses_additional_data":0,"source":"archive","tags":[]},{"id":119790,"task":"Deblurring","parent_task":"2D Classification","dataset":"BASED","model_name":"MAXIM (REDS)","metrics":{"PSNR":"30.65728"},"paper_url":"https://arxiv.org/abs/2201.02973v2","paper_title":"MAXIM: Multi-Axis MLP for Image Processing","paper_date":"2022-01-09","code_links":[{"title":"google-research/maxim","url":"https://github.com/google-research/maxim"},{"title":"vztu/maxim-pytorch","url":"https://github.com/vztu/maxim-pytorch"},{"title":"sayakpaul/maxim-tf","url":"https://github.com/sayakpaul/maxim-tf"}],"metrics_order":"[\"PSNR\", \"VMAF\", \"ERQAv2.0\", \"LPIPS\", \"SSIM\"]","area":"Computer Vision","uses_additional_data":0,"source":"archive","tags":[]},{"id":130050,"task":"Deblurring","parent_task":"","dataset":"BASED","model_name":"VRT (GoPro)","metrics":{"PSNR":"31.42945","VMAF":"66.72253"},"paper_url":"https://arxiv.org/abs/2201.12288v2","paper_title":"VRT: A Video Restoration Transformer","paper_date":"2022-01-28","code_links":[{"title":"jingyunliang/vrt","url":"https://github.com/jingyunliang/vrt"}],"metrics_order":"[\"PSNR\", \"VMAF\", \"ERQAv2.0\", \"LPIPS\", \"SSIM\"]","area":"Computer Vision","uses_additional_data":0,"source":"archive","tags":[]},{"id":130051,"task":"Deblurring","parent_task":"","dataset":"BASED","model_name":"DeblurGAN Inception","metrics":{"ERQAv2.0":"0.74297","LPIPS":"0.08867","PSNR":"31.17171","SSIM":"0.94301","VMAF":"66.91781"},"paper_url":"https://arxiv.org/abs/1908.03826v1","paper_title":"DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better","paper_date":"2019-08-10","code_links":[{"title":"kritiksoman/GIMP-ML","url":"https://github.com/kritiksoman/GIMP-ML"},{"title":"vita-group/deblurganv2","url":"https://github.com/vita-group/deblurganv2"},{"title":"KupynOrest/DeblurGANv2","url":"https://github.com/KupynOrest/DeblurGANv2"},{"title":"TAMU-VITA/DeblurGANv2","url":"https://github.com/TAMU-VITA/DeblurGANv2"},{"title":"HDCVLab/MC-Blur-Dataset","url":"https://github.com/HDCVLab/MC-Blur-Dataset"},{"title":"vcarehuman/YoloPose","url":"https://github.com/vcarehuman/YoloPose"}],"metrics_order":"[\"PSNR\", \"VMAF\", \"ERQAv2.0\", \"LPIPS\", \"SSIM\"]","area":"Computer Vision","uses_additional_data":0,"source":"archive","tags":[]},{"id":130052,"task":"Deblurring","parent_task":"","dataset":"BASED","model_name":"VRT (REDS)","metrics":{"ERQAv2.0":"0.74874","LPIPS":"0.08248","PSNR":"30.97878","SSIM":"0.94503","VMAF":"66.81782"},"paper_url":"https://arxiv.org/abs/2201.12288v2","paper_title":"VRT: A Video Restoration Transformer","paper_date":"2022-01-28","code_links":[{"title":"jingyunliang/vrt","url":"https://github.com/jingyunliang/vrt"}],"metrics_order":"[\"PSNR\", \"VMAF\", \"ERQAv2.0\", \"LPIPS\", \"SSIM\"]","area":"Computer Vision","uses_additional_data":0,"source":"archive","tags":[]},{"id":130053,"task":"Deblurring","parent_task":"","dataset":"BASED","model_name":"MAXIM (REDS)","metrics":{"PSNR":"30.65728"},"paper_url":"https://arxiv.org/abs/2201.02973v2","paper_title":"MAXIM: Multi-Axis MLP for Image Processing","paper_date":"2022-01-09","code_links":[{"title":"google-research/maxim","url":"https://github.com/google-research/maxim"},{"title":"vztu/maxim-pytorch","url":"https://github.com/vztu/maxim-pytorch"},{"title":"sayakpaul/maxim-tf","url":"https://github.com/sayakpaul/maxim-tf"}],"metrics_order":"[\"PSNR\", \"VMAF\", \"ERQAv2.0\", \"LPIPS\", \"SSIM\"]","area":"Computer Vision","uses_additional_data":0,"source":"archive","tags":[]},{"id":140816,"task":"Deblurring","parent_task":"10-shot image generation","dataset":"BASED","model_name":"VRT (GoPro)","metrics":{"PSNR":"31.42945","VMAF":"66.72253"},"paper_url":"https://arxiv.org/abs/2201.12288v2","paper_title":"VRT: A Video Restoration Transformer","paper_date":"2022-01-28","code_links":[{"title":"jingyunliang/vrt","url":"https://github.com/jingyunliang/vrt"}],"metrics_order":"[\"PSNR\", \"VMAF\", \"ERQAv2.0\", \"LPIPS\", \"SSIM\"]","area":"Computer Vision","uses_additional_data":0,"source":"archive","tags":[]},{"id":140817,"task":"Deblurring","parent_task":"10-shot image generation","dataset":"BASED","model_name":"DeblurGAN Inception","metrics":{"ERQAv2.0":"0.74297","LPIPS":"0.08867","PSNR":"31.17171","SSIM":"0.94301","VMAF":"66.91781"},"paper_url":"https://arxiv.org/abs/1908.03826v1","paper_title":"DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better","paper_date":"2019-08-10","code_links":[{"title":"kritiksoman/GIMP-ML","url":"https://github.com/kritiksoman/GIMP-ML"},{"title":"vita-group/deblurganv2","url":"https://github.com/vita-group/deblurganv2"},{"title":"KupynOrest/DeblurGANv2","url":"https://github.com/KupynOrest/DeblurGANv2"},{"title":"TAMU-VITA/DeblurGANv2","url":"https://github.com/TAMU-VITA/DeblurGANv2"},{"title":"HDCVLab/MC-Blur-Dataset","url":"https://github.com/HDCVLab/MC-Blur-Dataset"},{"title":"vcarehuman/YoloPose","url":"https://github.com/vcarehuman/YoloPose"}],"metrics_order":"[\"PSNR\", \"VMAF\", \"ERQAv2.0\", \"LPIPS\", \"SSIM\"]","area":"Computer Vision","uses_additional_data":0,"source":"archive","tags":[]},{"id":140818,"task":"Deblurring","parent_task":"10-shot image generation","dataset":"BASED","model_name":"VRT (REDS)","metrics":{"ERQAv2.0":"0.74874","LPIPS":"0.08248","PSNR":"30.97878","SSIM":"0.94503","VMAF":"66.81782"},"paper_url":"https://arxiv.org/abs/2201.12288v2","paper_title":"VRT: A Video Restoration Transformer","paper_date":"2022-01-28","code_links":[{"title":"jingyunliang/vrt","url":"https://github.com/jingyunliang/vrt"}],"metrics_order":"[\"PSNR\", \"VMAF\", \"ERQAv2.0\", \"LPIPS\", \"SSIM\"]","area":"Computer Vision","uses_additional_data":0,"source":"archive","tags":[]},{"id":140819,"task":"Deblurring","parent_task":"10-shot image generation","dataset":"BASED","model_name":"MAXIM (REDS)","metrics":{"PSNR":"30.65728"},"paper_url":"https://arxiv.org/abs/2201.02973v2","paper_title":"MAXIM: Multi-Axis MLP for Image Processing","paper_date":"2022-01-09","code_links":[{"title":"google-research/maxim","url":"https://github.com/google-research/maxim"},{"title":"vztu/maxim-pytorch","url":"https://github.com/vztu/maxim-pytorch"},{"title":"sayakpaul/maxim-tf","url":"https://github.com/sayakpaul/maxim-tf"}],"metrics_order":"[\"PSNR\", \"VMAF\", \"ERQAv2.0\", \"LPIPS\", \"SSIM\"]","area":"Computer Vision","uses_additional_data":0,"source":"archive","tags":[]},{"id":154311,"task":"Deblurring","parent_task":"Blind Image Deblurring","dataset":"BASED","model_name":"VRT (GoPro)","metrics":{"PSNR":"31.42945","VMAF":"66.72253"},"paper_url":"https://arxiv.org/abs/2201.12288v2","paper_title":"VRT: A Video Restoration Transformer","paper_date":"2022-01-28","code_links":[{"title":"jingyunliang/vrt","url":"https://github.com/jingyunliang/vrt"}],"metrics_order":"[\"PSNR\", \"VMAF\", \"ERQAv2.0\", \"LPIPS\", \"SSIM\"]","area":"Computer Vision","uses_additional_data":0,"source":"archive","tags":[]},{"id":154312,"task":"Deblurring","parent_task":"Blind Image Deblurring","dataset":"BASED","model_name":"DeblurGAN Inception","metrics":{"ERQAv2.0":"0.74297","LPIPS":"0.08867","PSNR":"31.17171","SSIM":"0.94301","VMAF":"66.91781"},"paper_url":"https://arxiv.org/abs/1908.03826v1","paper_title":"DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better","paper_date":"2019-08-10","code_links":[{"title":"kritiksoman/GIMP-ML","url":"https://github.com/kritiksoman/GIMP-ML"},{"title":"vita-group/deblurganv2","url":"https://github.com/vita-group/deblurganv2"},{"title":"KupynOrest/DeblurGANv2","url":"https://github.com/KupynOrest/DeblurGANv2"},{"title":"TAMU-VITA/DeblurGANv2","url":"https://github.com/TAMU-VITA/DeblurGANv2"},{"title":"HDCVLab/MC-Blur-Dataset","url":"https://github.com/HDCVLab/MC-Blur-Dataset"},{"title":"vcarehuman/YoloPose","url":"https://github.com/vcarehuman/YoloPose"}],"metrics_order":"[\"PSNR\", \"VMAF\", \"ERQAv2.0\", \"LPIPS\", \"SSIM\"]","area":"Computer Vision","uses_additional_data":0,"source":"archive","tags":[]},{"id":154313,"task":"Deblurring","parent_task":"Blind Image Deblurring","dataset":"BASED","model_name":"VRT (REDS)","metrics":{"ERQAv2.0":"0.74874","LPIPS":"0.08248","PSNR":"30.97878","SSIM":"0.94503","VMAF":"66.81782"},"paper_url":"https://arxiv.org/abs/2201.12288v2","paper_title":"VRT: A Video Restoration Transformer","paper_date":"2022-01-28","code_links":[{"title":"jingyunliang/vrt","url":"https://github.com/jingyunliang/vrt"}],"metrics_order":"[\"PSNR\", \"VMAF\", \"ERQAv2.0\", \"LPIPS\", \"SSIM\"]","area":"Computer Vision","uses_additional_data":0,"source":"archive","tags":[]},{"id":154314,"task":"Deblurring","parent_task":"Blind Image Deblurring","dataset":"BASED","model_name":"MAXIM (REDS)","metrics":{"PSNR":"30.65728"},"paper_url":"https://arxiv.org/abs/2201.02973v2","paper_title":"MAXIM: Multi-Axis MLP for Image Processing","paper_date":"2022-01-09","code_links":[{"title":"google-research/maxim","url":"https://github.com/google-research/maxim"},{"title":"vztu/maxim-pytorch","url":"https://github.com/vztu/maxim-pytorch"},{"title":"sayakpaul/maxim-tf","url":"https://github.com/sayakpaul/maxim-tf"}],"metrics_order":"[\"PSNR\", \"VMAF\", \"ERQAv2.0\", \"LPIPS\", \"SSIM\"]","area":"Computer Vision","uses_additional_data":0,"source":"archive","tags":[]}]}