# Blind Video Super-Resolution on REDS 27 (val) Source: [Blind Video Super-Resolution on REDS 27 (val)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:57:06.130Z Evaluation of Blind Video Super-Resolution performance on the REDS 27 validation split, measured using PSNR metrics specialized for isotropic, anisotropic, and mixed texture quality. 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 | Blind Video Super-Resolution | | Dataset (including any stated split) | REDS 27 (val) | | Metric | PSNR (Isotropic) | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 10 of 10 | | 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 (Isotropic)](): Higher is better; unit: SCALAR. - [PSNR (Anisotropic)](): Higher is better; unit: SCALAR. - [PSNR (Mixed)](): Higher is better; unit: SCALAR. ## Recorded results | Method | PSNR (Isotropic) | Result date | Report paper | | --- | --- | --- | --- | | IKC | 34.1 | Not recorded | 68fa68bd1e209131cea1df3b | | EDVR with DynaVSR | 32.45 | Not recorded | 68fa68bd1e209131cea1df3b | | TOFlow with DynaVSR | 31.5 | Not recorded | 68fa68bd1e209131cea1df3b | | DUF with DynaVSR | 31.23 | Not recorded | 68fa68bd1e209131cea1df3b | | CF + CARN | 30.98 | Not recorded | 68fa68bd1e209131cea1df3b | | CF + DBPN | 30.37 | Not recorded | 68fa68bd1e209131cea1df3b | | EDVR | 29.14 | Not recorded | 68fa68bd1e209131cea1df3b | | KG + ZSSR | 29.05 | Not recorded | 68fa68bd1e209131cea1df3b | | TOFlow | 29.04 | Not recorded | 68fa68bd1e209131cea1df3b | | DUF | 29.01 | Not recorded | 68fa68bd1e209131cea1df3b | ### IKC PSNR (Isotropic): 34.1. Result ID: 698d81cf8b517eb4332207ae. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method Category":"Blind SISR"}. This record does not assert independent reproduction. ### EDVR with DynaVSR PSNR (Isotropic): 32.45. Result ID: 698d81cf8b517eb4332207b0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Method Category":"Video SR","Adaptation Strategy":"DynaVSR"}. This record does not assert independent reproduction. ### TOFlow with DynaVSR PSNR (Isotropic): 31.5. Result ID: 698d81cf8b517eb4332207b4. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Method Category":"Video SR","Adaptation Strategy":"DynaVSR"}. This record does not assert independent reproduction. ### DUF with DynaVSR PSNR (Isotropic): 31.23. Result ID: 698d81cf8b517eb4332207b2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Method Category":"Video SR","Adaptation Strategy":"DynaVSR"}. This record does not assert independent reproduction. ### CF + CARN PSNR (Isotropic): 30.98. Result ID: 698d81cf8b517eb4332207ad. [Reporting paper]() Recorded evaluation configuration: {"Method Category":"Blind SISR","Validation Subset":"10% random"}. This record does not assert independent reproduction. ### CF + DBPN PSNR (Isotropic): 30.37. Result ID: 698d81cf8b517eb4332207ac. [Reporting paper]() Recorded evaluation configuration: {"Method Category":"Blind SISR","Validation Subset":"10% random"}. This record does not assert independent reproduction. ### EDVR PSNR (Isotropic): 29.14. Result ID: 698d81cf8b517eb4332207af. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Method Category":"Video SR","Adaptation Strategy":"Baseline"}. This record does not assert independent reproduction. ### KG + ZSSR PSNR (Isotropic): 29.05. Result ID: 698d81cf8b517eb4332207ab. [Reporting paper]() Recorded evaluation configuration: {"Method Category":"Blind SISR"}. This record does not assert independent reproduction. ### TOFlow PSNR (Isotropic): 29.04. Result ID: 698d81cf8b517eb4332207b3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method Category":"Video SR","Adaptation Strategy":"Baseline"}. This record does not assert independent reproduction. ### DUF PSNR (Isotropic): 29.01. Result ID: 698d81cf8b517eb4332207b1. [Reporting paper]() Recorded evaluation configuration: {"Method Category":"Video SR","Adaptation Strategy":"Baseline"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.