Leaderboard of the MSU Video Quality Metrics Benchmark


The chart below shows the correlation of metrics with subjective scores on our dataset. You can choose the type of correlation and compression standard of codecs used for compression. We recommend that you focus on Spearman’s rank correlation coefficient.

Correlation type: Compression Standard:

The table below shows the correlations of metrics with subjective scores on our dataset. Click on the labels to sort the table.

Correlation type:

To calcualte correlations for different video categories dataset is divided into 3 sets on bitrates range: all bitrates, low bitrates (below 2000 Kbps), high bitrates (above 4500 Kbps); and 4 sets on compression standard: AV1, H.265, H.264, VVC.

Correlation type:

Metrics performance on different compression standards

Below you can see the comparison of the metrics performance on videos compressed by codecs with different compression standards. In addition, the chart shows 95% confidence interval for each point.

Correlation type:

Speed-Quality Plot

Chart below shows Speed-Quality characteristics of metrics.

Correlation type:


We would highly appreciate any suggestions and ideas on how to improve our benchmark. Please contact us via email: vqa@videoprocessing.ai.

12 Mar 2022
See Also
MSU Video Upscalers Benchmark 2022
The most extensive comparison of video super-resolution (VSR) algorithms by subjective quality
MSU HDR Video Reconstruction Benchmark 2022
The most comprehensive comparison of HDR video reconstruction methods
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