# Video Super-resolution on REDS4 RGB channel Source: [Video Super-resolution on REDS4 RGB channel]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:55:36.771Z Evaluation of Video Super-Resolution performance on the REDS4 dataset using only the RGB channel data, measured using PSNR and SSIM. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Video Super-resolution | | Dataset (including any stated split) | REDS4 RGB channel | | Metric | PSNR | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 15 of 15 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [PSNR](): Higher is better; unit: SCALAR. - [SSIM](): Higher is better; unit: SCALAR. ## Recorded results | Method | PSNR | Result date | Report paper | | --- | --- | --- | --- | | BasicVSR++ | 32.39 | Not recorded | 68fa6cc81e209131cea35fa3 | | VRT | 32.19 | Not recorded | 68fa6cc81e209131cea35fa3 | | IconVSR | 31.67 | Not recorded | 68fa6cc81e209131cea35fa3 | | VRT | 31.6 | Not recorded | 68fa6cc81e209131cea35fa3 | | BasicVSR | 31.42 | Not recorded | 68fa6cc81e209131cea35fa3 | | VSRT | 31.19 | Not recorded | 68fa6cc81e209131cea35fa3 | | EDVR | 31.09 | Not recorded | 68fa6cc81e209131cea35fa3 | | MuCAN | 30.88 | Not recorded | 68fa6cc81e209131cea35fa3 | | RBPN | 30.09 | Not recorded | 68fa6cc81e209131cea35fa3 | | PFNL | 29.63 | Not recorded | 68fa6cc81e209131cea35fa3 | | SwinIR-ft | 29.24 | Not recorded | 68fa6cc81e209131cea35fa3 | | SwinIR | 29.05 | Not recorded | 68fa6cc81e209131cea35fa3 | | DUF | 28.63 | Not recorded | 68fa6cc81e209131cea35fa3 | | TOFlow | 27.98 | Not recorded | 68fa6cc81e209131cea35fa3 | | Bicubic | 26.14 | Not recorded | 68fa6cc81e209131cea35fa3 | ### BasicVSR++ PSNR: 32.39. Result ID: 698f40553a6c314849f775f5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Training Frames":"30/14","Params (M)":"7.3","Runtime (ms)":"77"}. This record does not assert independent reproduction. ### VRT PSNR: 32.19. Result ID: 698f40553a6c314849f775f6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Training Frames":"16/7","Params (M)":"35.6","Runtime (ms)":"243"}. This record does not assert independent reproduction. ### IconVSR PSNR: 31.67. Result ID: 698f40553a6c314849f775f4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Frames":"15/14","Params (M)":"8.7","Runtime (ms)":"70"}. This record does not assert independent reproduction. ### VRT PSNR: 31.6. Result ID: 698f40553a6c314849f775f2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Training Frames":"6/-","Params (M)":"30.7","Runtime (ms)":"236"}. This record does not assert independent reproduction. ### BasicVSR PSNR: 31.42. Result ID: 698f40553a6c314849f775f3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Frames":"15/14","Params (M)":"6.3","Runtime (ms)":"63"}. This record does not assert independent reproduction. ### VSRT PSNR: 31.19. Result ID: 698f40553a6c314849f775f1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Frames":"5/7","Params (M)":"32.6"}. This record does not assert independent reproduction. ### EDVR PSNR: 31.09. Result ID: 698f40553a6c314849f775f0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Training Frames":"5/7","Params (M)":"20.6","Runtime (ms)":"378"}. This record does not assert independent reproduction. ### MuCAN PSNR: 30.88. Result ID: 698f40553a6c314849f775ef. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Frames":"5/7"}. This record does not assert independent reproduction. ### RBPN PSNR: 30.09. Result ID: 698f40553a6c314849f775ee. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Frames":"7/7","Params (M)":"12.2","Runtime (ms)":"1507"}. This record does not assert independent reproduction. ### PFNL PSNR: 29.63. Result ID: 698f40553a6c314849f775ed. [Reporting paper]() Recorded evaluation configuration: {"Training Frames":"7/7","Params (M)":"3.0","Runtime (ms)":"295"}. This record does not assert independent reproduction. ### SwinIR-ft PSNR: 29.24. Result ID: 698f40553a6c314849f775ea. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Training Frames":"1/1","Params (M)":"11.9"}. This record does not assert independent reproduction. ### SwinIR PSNR: 29.05. Result ID: 698f40553a6c314849f775e9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params (M)":"11.9"}. This record does not assert independent reproduction. ### DUF PSNR: 28.63. Result ID: 698f40553a6c314849f775ec. [Reporting paper]() Recorded evaluation configuration: {"Training Frames":"7/7","Params (M)":"5.8","Runtime (ms)":"974"}. This record does not assert independent reproduction. ### TOFlow PSNR: 27.98. Result ID: 698f40553a6c314849f775eb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Frames":"5/7"}. This record does not assert independent reproduction. ### Bicubic PSNR: 26.14. Result ID: 698f40553a6c314849f775e8. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.