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 |
| IART | VSR | Link | Link | 2024 | 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 |
| Topaz VEAI | VSR | Link | — | 2021 | MSU |
| RVRT | VSR | Link | Link | 2022 | MSU |
| RealSR | ISR | Link | Link | 2020 | MSU |
| Real-ESRGAN | ISR | Link | Link | 2021 | MSU |
| AnimeSR | VSR | Link | Link | 2022 | 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
PSNR and SSIM: application areas and criticism
Learn about limits and applicability of the most popular metrics
Learning-Based Image Compression Benchmark
The First extensive comparison of Learned Image Compression 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
Video Colorization Benchmark
Explore the best video colorization algorithms
Defenses for Image Quality Metrics Benchmark
Explore defenses from adv attacks
Super-Resolution Quality Metrics Benchmark
Discover 66 Super-Resolution Quality Metrics and choose the most appropriate for your videos
Site structure
-
MSU Benchmark Collection
- Learning-Based Image Compression Benchmark
- Super-Resolution for Video Compression Benchmark
- Video Colorization Benchmark
- Defenses for Image Quality Metrics Benchmark
- Super-Resolution Quality Metrics Benchmark
- Deinterlacer Benchmark
- Video Saliency Prediction Benchmark
- Metrics Robustness Benchmark
- Video Upscalers Benchmark
- Video Deblurring Benchmark
- Video Frame Interpolation Benchmark
- HDR Video Reconstruction Benchmark
- No-Reference Video Quality Metrics Benchmark
- Full-Reference Video Quality Metrics Benchmark
- Video Alignment and Retrieval Benchmark
- Mobile Video Codecs Benchmark
- Video Super-Resolution Benchmark
- Shot Boundary Detection Benchmark
- The VideoMatting Project
- Video Completion
- Codecs Comparisons & Optimization
- VQMT
- MSU Datasets Collection
- Metrics Research
- Video Quality Measurement Tool 3D
- Video Filters
- Other Projects