# Blind Video Super-Resolution on Single HD frame 1280x720 Source: [Blind Video Super-Resolution on Single HD frame 1280x720]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:05:46.232Z Evaluation of Blind Video Super-Resolution performance using a single 1280x720 HD frame input, focusing on computational efficiency metrics including preprocessing time, super-resolution time, and total execution time. 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) | Single HD frame 1280x720 | | Metric | Super-resolution Time (s) | | Unit | TIME | | Direction | Lower 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 - [Super-resolution Time (s)](): Lower is better; unit: TIME. - [Preprocessing Time (s)](): Lower is better; unit: TIME. - [Total Time (s)](): Lower is better; unit: TIME. ## Recorded results | Method | Super-resolution Time (s) | Result date | Report paper | | --- | --- | --- | --- | | CF + CARN | 0.02 | Not recorded | 68fa68bd1e209131cea1df3b | | CF + DBPN | 0.03 | Not recorded | 68fa68bd1e209131cea1df3b | | EDVR | 0.4 | Not recorded | 68fa68bd1e209131cea1df3b | | EDVR with DynaVSR | 0.4 | Not recorded | 68fa68bd1e209131cea1df3b | | TOFlow | 0.98 | Not recorded | 68fa68bd1e209131cea1df3b | | TOFlow with DynaVSR | 0.98 | Not recorded | 68fa68bd1e209131cea1df3b | | DUF | 1 | Not recorded | 68fa68bd1e209131cea1df3b | | DUF with DynaVSR | 1 | Not recorded | 68fa68bd1e209131cea1df3b | | IKC | 2.21 | Not recorded | 68fa68bd1e209131cea1df3b | | KG + ZSSR | 92.07 | Not recorded | 68fa68bd1e209131cea1df3b | ### CF + CARN Super-resolution Time (s): 0.02. Result ID: 698d81cf8b517eb4332207b7. [Reporting paper]() Recorded evaluation configuration: {"Method Category":"Blind SISR"}. This record does not assert independent reproduction. ### CF + DBPN Super-resolution Time (s): 0.03. Result ID: 698d81cf8b517eb4332207b6. [Reporting paper]() Recorded evaluation configuration: {"Method Category":"Blind SISR"}. This record does not assert independent reproduction. ### EDVR Super-resolution Time (s): 0.4. Result ID: 698d81cf8b517eb4332207b9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Method Category":"Video SR","Adaptation Strategy":"Baseline"}. This record does not assert independent reproduction. ### EDVR with DynaVSR Super-resolution Time (s): 0.4. Result ID: 698d81cf8b517eb4332207ba. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Method Category":"Video SR","Adaptation Strategy":"DynaVSR"}. This record does not assert independent reproduction. ### TOFlow Super-resolution Time (s): 0.98. Result ID: 698d81cf8b517eb4332207bd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method Category":"Video SR","Adaptation Strategy":"Baseline"}. This record does not assert independent reproduction. ### TOFlow with DynaVSR Super-resolution Time (s): 0.98. Result ID: 698d81cf8b517eb4332207be. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Method Category":"Video SR","Adaptation Strategy":"DynaVSR"}. This record does not assert independent reproduction. ### DUF Super-resolution Time (s): 1. Result ID: 698d81cf8b517eb4332207bb. [Reporting paper]() Recorded evaluation configuration: {"Method Category":"Video SR","Adaptation Strategy":"Baseline"}. This record does not assert independent reproduction. ### DUF with DynaVSR Super-resolution Time (s): 1. Result ID: 698d81cf8b517eb4332207bc. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Method Category":"Video SR","Adaptation Strategy":"DynaVSR"}. This record does not assert independent reproduction. ### IKC Super-resolution Time (s): 2.21. Result ID: 698d81cf8b517eb4332207b8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method Category":"Blind SISR","Note":"Iterative correction included in SR time"}. This record does not assert independent reproduction. ### KG + ZSSR Super-resolution Time (s): 92.07. Result ID: 698d81cf8b517eb4332207b5. [Reporting paper]() Recorded evaluation configuration: {"Method Category":"Blind SISR"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.