Discover SR methods for compressed videos and choose
the best model to use with your codec

Key features of the Benchmark

• Diverse dataset
  • H.264, H.265, H.266, AV1, AVS3 codec standards
  • More than 260 test videos
  • 6 different bitrates
• Various charts
  • Visual comparison for more than 80 SR+codec pairs
  • RD curves and bar charts for 5 objective metrics
  • SR+codec pairs ranked by BSQ-rate
• Extensive report
  • 80+ pages with different plots
  • 15 SOTA SR methods and 6 objective metrics
  • Extensive subjective comparison with 5300+ valid participants
  • Powered by Subjectify.us

Charts

In this section, you can see RD curves, which show the bitrate/quality distribution of each SR+codec pair, and bar charts, which show the BSQ-rate calculated for objective metrics and subjective scores.

Leaderboard

The table below shows a comparison of all pairs of Super-Resolution algorithms and codecs. Each column shows BSQ-rate over a specific metric.

You can see the full leaderboard here.

BSQ-rate

Learn about BSQ-rate calculation in the methodology of the benchmark.

Report

Your method submission

Verify your method’s ability to restore compressed videos and compare it with other algorithms.

1. Download input data
   • Download low-resolution input videos as sequences of frames in PNG format.
2. Apply your algorithm
   • Apply your Super-Resolution algorithm to upscale frames to 1920×1080 resolution.
3. Send us result to sr-codecs-benchmark@videoprocessing.ai

If you would like to participate, read the full submission rules here.

Contacts

For questions and propositions, please contact us: sr-codecs-benchmark@videoprocessing.ai

Learn more