The list of the participants of the MSU Video Upscalers Benchmark 2021
| Name | Video/Image SR | Upscale factor | Implementation | Paper | Added by |
|---|---|---|---|---|---|
| VESPCN | VSR | 4× | Link | Link | MSU |
| SPMC | VSR | 4× | Link | Link | MSU |
| FRVSR | VSR | 4× | Link | Link | MSU |
| TecoGAN | VSR | 4× | Link | Link | MSU |
| DBVSR | VSR | 4× | Link | Link | MSU |
| DynaVSR-R | VSR | 4× | Link | Link | MSU |
| iSeeBetter | VSR | 2×, 4× | Link | Link | MSU |
| LGFN | VSR | 4× | Link | Link | MSU |
| SOF-VSR-BD | VSR | 4× | Link | Link | MSU |
| SOF-VSR-BI | VSR | 4× | Link | Link | MSU |
| EGVSR | VSR | 4× | Link | Link | MSU |
| Davinci Resolve Super Scale | VSR | 2×, 4× | Link | — | MSU |
| Topaz Video Enhance (“VEAI”) (8 models) | VSR | 2×, 4× | Link | — | MSU |
| SRMD | ISR | 2×, 4× | Link | Link | MSU |
| waifu2x-anime | ISR | 2× | Link | — | MSU |
| waifu2x-cunet | ISR | 2× | Link | — | MSU |
| waifu2x-photo | ISR | 2× | Link | — | MSU |
| DRRN | ISR | 4× | Link | Link | MSU |
| ESPCN | ISR | 4× | Link | Link | MSU |
| RealSR | ISR | 4× | Link | Link | MSU |
| RealSR-JPEG | ISR | 4× | Link | Link | MSU |
| SRCNN | ISR | 4× | Link | Link | MSU |
| VDSR | ISR | 4× | Link | Link | MSU |
| ESRGAN | ISR | 4× | Link | Link | MSU |
| ESRGAN-PSNR | ISR | 4× | Link | Link | MSU |
| Real-ESRGAN | ISR | 4× | Link | Link | MSU |
| Anime4KCPP | ISR | 2×, 4× | Link | — | MSU |
| Adobe Camera Raw Super Resolution | ISR | 2× | Link | — | MSU |
| Topaz Gigapixel (“Ggpxl”) (5 models) | ISR | 2×, 4× | Link | — | MSU |
See Also
PSNR and SSIM: application areas and critics
Learn about limits and applicability of the most popular metrics
MSU Video Upscalers Benchmark 2021
The most comprehensive comparison of video super resolution (VSR) algorithms by subjective quality
MSU Video Upscalers Benchmark Methodology
The methodology of the MSU Video Upscalers Benchmark
MSU 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
MSU Super-Resolution for Video Compression Benchmark Participants
The list of participants of MSU Super-Resolution for Video Compression Benchmark
MSU Super-Resolution for Video Compression Benchmark Methodology
The evaluation methodology of MSU Super-Resolution for Video Compression Benchmark