List of participants of MSU Super-Resolution for Video Compression Benchmark

Super-resolution models

Name Video/Image SR Implementation Paper Year Added by
bicubic* MSU
only compressed** MSU
RSDN VSR Link Link 2020 MSU
COMISR VSR Link Link 2021 MSU
TMNet VSR Link Link 2021 MSU
SwinIR ISR Link Link 2021 MSU
BasicVSR VSR Link Link 2021 MSU
RBPN VSR Link Link 2019 MSU
VRT VSR Link Link 2022 MSU
DBVSR VSR Link Link 2020 MSU
LGFN VSR Link Link 2020 MSU
SOF-VSR-BD VSR Link Link 2020 MSU
SOF-VSR-BI VSR Link Link 2020 MSU
EGVSR VSR Link Link 2021 MSU
E-MoEVRT VSR 2023 Submit
RKPQ-4xSR ISR 2023 Submit
amq-12 VSR Link 2021 MSU
ahq-11 VSR Link 2021 MSU
RealSR ISR Link Link 2020 MSU
Real-ESRGAN ISR Link Link 2021 MSU

Video codecs that use super-resolution in decoder

Name Implementation Paper Year Added by
ViSTRA2 Link Link 2021 MSU
RR-DnCNN Link Link 2020 MSU
RR-DnCNN v2.0*** Link Link 2021 MSU
SRVC Link Link 2021 MSU
SVT-AV1 Link 2020 MSU

* We use the following FFmpeg command:
ffmpeg -i {input_video} -vf scale=1920:1080 -sws_flags bicubic {output_directory}/frame%04d.png

** To get only compressed results, we compress input video without downsampling. You can see the list of codecs here.

*** Improved RR-DnCNN model

21 Jul 2023
See Also
MSU Image- and video-quality metrics analysis
Description of a project in MSU Graphics and Media Laboratory
Super-Resolution Quality Metrics Benchmark
Discover 66 Super-Resolution Quality Metrics and choose the most appropriate for your videos
Video Saliency Prediction Benchmark
Explore the best video saliency prediction (VSP) algorithms
Super-Resolution for Video Compression Benchmark
Learn about the best SR methods for compressed videos and choose the best model to use with your codec
Metrics Robustness Benchmark
Check your image or video quality metric for robustness to adversarial attacks
Video Upscalers Benchmark
The most extensive comparison of video super-resolution (VSR) algorithms by subjective quality
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