List of participants of MSU Super-Resolution for Video Compression Benchmark 2022
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 |
| 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
* 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
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
Site structure
-
MSU Benchmark Collection
- MSU Video Upscalers Benchmark 2022
- MSU HDR Video Reconstruction Benchmark 2022
- MSU Super-Resolution for Video Compression Benchmark 2022
- MSU 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
- Video Quality Measurement Tool 3D
-
MSU Datasets Collection
-
Metrics Research
- Video Filters
-
Other Projects