MSU Video Upscalers Benchmark 2021

The most comprehensive comparison of video super resolution (VSR) algorithms by subjective quality

Video group head: Dr. Dmitriy Vatolin
Measurements, analysis: 
Nikolai Karetin,
Ivan Molodetskikh

Our benchmark will help you to select the best upscaling approach for your workflow. Check the “Methodology” section to learn the details.

Everyone is welcome to participate! Run your favorite super-resolution method on our small test video and send us the result to see how well it performs. Check the “Submitting” section to learn the details.

What’s new

Key features of the Benchmark

If you are specifically interested in detail-preserving upscaling, check the MSU Video Super-Resolution Benchmark.

If you are specifically interested in compressed video upscaling, check the MSU Super-Resolution for Video Compression Benchmark.

4× Results

Check the “Participants” section to learn the details about used algorithms.

FPS was calculated running on NVIDIA Titan Xp, if not stated otherwise.