# Video Dehazing on UHV-4K (test) Source: [Video Dehazing on UHV-4K (test)]() Collection index: [llms.txt]() Data updated: 2026-05-13T08:43:57.747Z Evaluation of Video Dehazing performance on the test split of the UHV-4K dataset, typically measured using tOF, sigma-PSNR, and PSNR. 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 Dehazing | | Dataset (including any stated split) | UHV-4K (test) | | Metric | tOF | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 13 of 13 | | 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 - [tOF](): Higher is better; unit: SCALAR. - [sigma-PSNR](): Higher is better; unit: PERCENT. - [PSNR](): Higher is better; unit: SCALAR. ## Recorded results | Method | tOF | Result date | Report paper | | --- | --- | --- | --- | | UHDformer | 0.006129 | Not recorded | 6a0405bddbc836b87d827710 | | UHDDIP | 0.00563 | Not recorded | 6a0405bddbc836b87d827710 | | DehazeXL | 0.005403 | Not recorded | 6a0405bddbc836b87d827710 | | DehazeFormer | 0.005299 | Not recorded | 6a0405bddbc836b87d827710 | | MSBDN-DFF | 0.005139 | Not recorded | 6a0405bddbc836b87d827710 | | LiBrA-Net w/o Temporal Field | 0.0048 | Not recorded | 6a0405bddbc836b87d827710 | | LiBrA-Net | 0.004769 | Not recorded | 6a0405bddbc836b87d827710 | | DVD | 0.004551 | Not recorded | 6a0405bddbc836b87d827710 | | CG-IDN | 0.004547 | Not recorded | 6a0405bddbc836b87d827710 | | MAP-Net | 0.004405 | Not recorded | 6a0405bddbc836b87d827710 | | LiBrA-Net w/o Llie temporal | 0.004396 | Not recorded | 6a0405bddbc836b87d827710 | | ViWS-Net | 0.004161 | Not recorded | 6a0405bddbc836b87d827710 | | DCL | 0.004154 | Not recorded | 6a0405bddbc836b87d827710 | ### UHDformer tOF: 0.006129. Result ID: 6a0438d947f34ce924ea24c5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method category":"Image dehazing"}. This record does not assert independent reproduction. ### UHDDIP tOF: 0.00563. Result ID: 6a0438d947f34ce924ea24c4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method category":"Image dehazing"}. This record does not assert independent reproduction. ### DehazeXL tOF: 0.005403. Result ID: 6a0438d947f34ce924ea24c3. [Reporting paper]() Recorded evaluation configuration: {"Method category":"Image dehazing"}. This record does not assert independent reproduction. ### DehazeFormer tOF: 0.005299. Result ID: 6a0438d947f34ce924ea24c2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Method category":"Image dehazing"}. This record does not assert independent reproduction. ### MSBDN-DFF tOF: 0.005139. Result ID: 6a0438d947f34ce924ea24c1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Method category":"Image dehazing"}. This record does not assert independent reproduction. ### LiBrA-Net w/o Temporal Field tOF: 0.0048. Result ID: 6a0438d947f34ce924ea24cc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method category":"Ablation"}. This record does not assert independent reproduction. ### LiBrA-Net tOF: 0.004769. Result ID: 6a0438d947f34ce924ea24cb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method category":"Video dehazing"}. This record does not assert independent reproduction. ### DVD tOF: 0.004551. Result ID: 6a0438d947f34ce924ea24ca. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method category":"Video dehazing"}. This record does not assert independent reproduction. ### CG-IDN tOF: 0.004547. Result ID: 6a0438d947f34ce924ea24c9. [Reporting paper]() Recorded evaluation configuration: {"Method category":"Video dehazing"}. This record does not assert independent reproduction. ### MAP-Net tOF: 0.004405. Result ID: 6a0438d947f34ce924ea24c8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method category":"Video dehazing"}. This record does not assert independent reproduction. ### LiBrA-Net w/o Llie temporal tOF: 0.004396. Result ID: 6a0438d947f34ce924ea24cd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method category":"Ablation"}. This record does not assert independent reproduction. ### ViWS-Net tOF: 0.004161. Result ID: 6a0438d947f34ce924ea24c7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method category":"Video dehazing"}. This record does not assert independent reproduction. ### DCL tOF: 0.004154. Result ID: 6a0438d947f34ce924ea24c6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method category":"Video dehazing"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.