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Datasets/Vimeo90K

Vimeo90K

ImagesVideosUnknownIntroduced 2019-01-01

The Vimeo-90K is a large-scale high-quality video dataset for lower-level video processing. It proposes three different video processing tasks: frame interpolation, video denoising/deblocking, and video super-resolution.

Source: https://arxiv.org/pdf/1711.09078.pdf Image Source: http://toflow.csail.mit.edu/

Benchmarks

1 Image, 2*2 Stitchi/PSNR1 Image, 2*2 Stitchi/SSIM2D Human Pose Estimation/PSNR2D Human Pose Estimation/SSIM3D/PSNR3D/SSIM3D Absolute Human Pose Estimation/PSNR3D Absolute Human Pose Estimation/SSIM3D Face Animation/PSNR3D Face Animation/SSIM3D Human Pose Estimation/PSNR3D Human Pose Estimation/SSIM3D Object Super-Resolution/PSNR3D Object Super-Resolution/SSIMPose Estimation/PSNRPose Estimation/SSIMSuper-Resolution/PSNRSuper-Resolution/SSIMVideo/LPIPSVideo/MS-SSIMVideo/PSNRVideo/SSIMVideo/Speed (ms/f)Video Frame Interpolation/PSNRVideo Frame Interpolation/SSIMVideo Frame Interpolation/LPIPSVideo Frame Interpolation/Speed (ms/f)Video Prediction/LPIPSVideo Prediction/MS-SSIMVideo Super-Resolution/PSNRVideo Super-Resolution/SSIM

Related Benchmarks

Vimeo90K-Fast/Space-time Video Super-resolution/PSNRVimeo90K-Fast/Space-time Video Super-resolution/SSIMVimeo90K-Medium/Space-time Video Super-resolution/PSNRVimeo90K-Medium/Space-time Video Super-resolution/SSIM

Statistics

Papers
220
Benchmarks
31

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Tasks

1 Image, 2*2 Stitchi2D Human Pose Estimation3D3D Absolute Human Pose Estimation3D Face Animation3D Human Pose Estimation3D Object Super-ResolutionImage Super-ResolutionOptical Flow EstimationPose EstimationSuper-ResolutionVideoVideo Frame InterpolationVideo PredictionVideo Super-Resolution