Data and Analysis for Full-Reference Metrics
Leaderboard
The chart below shows the correlation of metrics with subjective scores on our dataset. You can choose the type of correlation and the compression standard of codecs used for compression. We recommend that you focus on Spearman’s rank correlation coefficient.
Correlation type: Compression Standard:
Tabel below shows the correlations of metrics with subjective scores on our dataset. Click on the labels to sort the table.
Correlation type:
To analyze metric performance in more detail, we added a few mutually nonexclusive categories with 196 videos from the dataset: Shaking, Nature, Sports, Gaming / Animation.
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. Click simplify to hide variation of metrics.
Correlation type:
Speed-Quality Plot
The chart below shows Speed-Quality characteristics of metrics.
Correlation type:
Submitting
To submit your method please visit this section of the home page.
Contacts
We would highly appreciate any suggestions and ideas on how to improve our benchmark. Please contact us via email: vqa@videoprocessing.ai.
Cite US
@inproceedings{
{Antsiferova, Anastasia and Yakovenko, Alexander and Safonov, Nickolay and Kulikov, Dmitriy and Gushchin, Alexander and Vatolin, Dmitriy},
title = {Applying Objective Quality Metrics to Video-Codec Comparisons: Choosing the Best Metric for Subjective Quality Estimation},
year={2021},
month = {11},
pages={199-210},
publisher={GraphiCon},
doi = {10.20948/graphicon-2021-3027-199-210},
}
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MSU Benchmark Collection
- MSU Video Upscalers Benchmark 2022
- MSU Video Deblurring Benchmark 2022
- MSU Video Frame Interpolation Benchmark 2022
- MSU HDR Video Reconstruction Benchmark 2022
- MSU Super-Resolution for Video Compression Benchmark 2022
- MSU No-Reference Video Quality Metrics Benchmark 2022
- MSU Full-Reference Video Quality Metrics Benchmark 2022
- MSU Video Alignment and Retrieval Benchmark
- MSU Mobile Video Codecs Benchmark 2021
- MSU Video Super-Resolution Benchmark
- MSU Shot Boundary Detection Benchmark 2020
- MSU Deinterlacer Benchmark
- The VideoMatting Project
- Video Completion
- Codecs Comparisons & Optimization
- VQMT
- MSU Datasets Collection
- Metrics Research
- Video Quality Measurement Tool 3D
- Video Filters
- Other Projects