# Video Dehazing on UHV-4K Source: [Video Dehazing on UHV-4K]() Collection index: [llms.txt]() Data updated: 2026-05-13T08:43:57.944Z Evaluation of Video Dehazing performance on the UHV-4K dataset, measuring quality metrics (PSNR, SSIM, LPIPS) alongside computational efficiency (FPS, GFLOPs, Parameters). 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 | | Metric | PSNR | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 18 of 18 | | 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: PERCENT. - [LPIPS](): Lower is better; unit: SCALAR. - [FPS](): Higher is better; unit: SCALAR. - [GFLOPs](): Lower is better; unit: SIZE. - [Params (M)](): Lower is better; unit: SIZE. ## Recorded results | Method | PSNR | Result date | Report paper | | --- | --- | --- | --- | | LiBrA-Net | 24.28 | Not recorded | 6a0405bddbc836b87d827710 | | DehazeFormer | 23.74 | Not recorded | 6a0405bddbc836b87d827710 | | UHDformer | 23.16 | Not recorded | 6a0405bddbc836b87d827710 | | DehazeXL | 22.63 | Not recorded | 6a0405bddbc836b87d827710 | | MSBDN-DFF | 22.51 | Not recorded | 6a0405bddbc836b87d827710 | | ViWS-Net | 22.06 | Not recorded | 6a0405bddbc836b87d827710 | | UHDDIP | 21.9 | Not recorded | 6a0405bddbc836b87d827710 | | PM-Net | 21.84 | Not recorded | 6a0405bddbc836b87d827710 | | DVD | 21.02 | Not recorded | 6a0405bddbc836b87d827710 | | DCL | 20.81 | Not recorded | 6a0405bddbc836b87d827710 | | FFA-Net | 20.43 | Not recorded | 6a0405bddbc836b87d827710 | | DS-TFN | 20.24 | Not recorded | 6a0405bddbc836b87d827710 | | DeHamer | 20.13 | Not recorded | 6a0405bddbc836b87d827710 | | CG-IDN | 20.13 | Not recorded | 6a0405bddbc836b87d827710 | | ASTP-Net | 19 | Not recorded | 6a0405bddbc836b87d827710 | | 4KDehazing | 18.56 | Not recorded | 6a0405bddbc836b87d827710 | | MAP-Net | 18.45 | Not recorded | 6a0405bddbc836b87d827710 | | No Dehazing | 13.19 | Not recorded | 6a0405bddbc836b87d827710 | ### LiBrA-Net PSNR: 24.28. Result ID: 6a0438d947f34ce924ea24f1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Dehazing Category":"Video dehazing methods","Resolution":"Native 4K","Hardware":"V100 32 GB GPU"}. This record does not assert independent reproduction. ### DehazeFormer PSNR: 23.74. Result ID: 6a0438d947f34ce924ea24e5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Venue":"TIP’23","Dehazing Category":"Image dehazing methods","Resolution":"Native 4K","Hardware":"V100 32 GB GPU"}. This record does not assert independent reproduction. ### UHDformer PSNR: 23.16. Result ID: 6a0438d947f34ce924ea24e6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Venue":"AAAI’24","Dehazing Category":"Image dehazing methods","Resolution":"Native 4K","Hardware":"V100 32 GB GPU"}. This record does not assert independent reproduction. ### DehazeXL PSNR: 22.63. Result ID: 6a0438d947f34ce924ea24e8. [Reporting paper]() Recorded evaluation configuration: {"Venue":"CVPR’25","Dehazing Category":"Image dehazing methods","Resolution":"Native 4K","Hardware":"V100 32 GB GPU"}. This record does not assert independent reproduction. ### MSBDN-DFF PSNR: 22.51. Result ID: 6a0438d947f34ce924ea24e1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Venue":"CVPR’20","Dehazing Category":"Image dehazing methods","Resolution":"Native 4K","Hardware":"V100 32 GB GPU"}. This record does not assert independent reproduction. ### ViWS-Net PSNR: 22.06. Result ID: 6a0438d947f34ce924ea24ec. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Venue":"ICCV’23","Dehazing Category":"Video dehazing methods","Resolution":"Native 4K","Hardware":"V100 32 GB GPU"}. This record does not assert independent reproduction. ### UHDDIP PSNR: 21.9. Result ID: 6a0438d947f34ce924ea24e7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Venue":"TCSVT’25","Dehazing Category":"Image dehazing methods","Resolution":"Native 4K","Hardware":"V100 32 GB GPU"}. This record does not assert independent reproduction. ### PM-Net PSNR: 21.84. Result ID: 6a0438d947f34ce924ea24ea. [Reporting paper]() Recorded evaluation configuration: {"Venue":"MM’22","Dehazing Category":"Video dehazing methods","Resolution":"Native 4K","Hardware":"V100 32 GB GPU"}. This record does not assert independent reproduction. ### DVD PSNR: 21.02. Result ID: 6a0438d947f34ce924ea24ed. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Venue":"CVPR’24","Dehazing Category":"Video dehazing methods","Resolution":"Native 4K","Hardware":"V100 32 GB GPU"}. This record does not assert independent reproduction. ### DCL PSNR: 20.81. Result ID: 6a0438d947f34ce924ea24ee. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Venue":"AAAI’25","Dehazing Category":"Video dehazing methods","Resolution":"Native 4K","Hardware":"V100 32 GB GPU"}. This record does not assert independent reproduction. ### FFA-Net PSNR: 20.43. Result ID: 6a0438d947f34ce924ea24e2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Venue":"AAAI’20","Dehazing Category":"Image dehazing methods","Resolution":"Native 4K","Hardware":"V100 32 GB GPU"}. This record does not assert independent reproduction. ### DS-TFN PSNR: 20.24. Result ID: 6a0438d947f34ce924ea24ef. [Reporting paper]() Recorded evaluation configuration: {"Venue":"VC’25","Dehazing Category":"Video dehazing methods","Resolution":"Native 4K","Hardware":"V100 32 GB GPU"}. This record does not assert independent reproduction. ### DeHamer PSNR: 20.13. Result ID: 6a0438d947f34ce924ea24e4. [Reporting paper]() Recorded evaluation configuration: {"Venue":"CVPR’22","Dehazing Category":"Image dehazing methods","Resolution":"Native 4K","Hardware":"V100 32 GB GPU"}. This record does not assert independent reproduction. ### CG-IDN PSNR: 20.13. Result ID: 6a0438d947f34ce924ea24e9. [Reporting paper]() Recorded evaluation configuration: {"Venue":"CVPR’21","Dehazing Category":"Video dehazing methods","Resolution":"Native 4K","Hardware":"V100 32 GB GPU"}. This record does not assert independent reproduction. ### ASTP-Net PSNR: 19. Result ID: 6a0438d947f34ce924ea24f0. [Reporting paper]() Recorded evaluation configuration: {"Venue":"VC’25","Dehazing Category":"Video dehazing methods","Resolution":"Native 4K","Hardware":"V100 32 GB GPU"}. This record does not assert independent reproduction. ### 4KDehazing PSNR: 18.56. Result ID: 6a0438d947f34ce924ea24e3. [Reporting paper]() Recorded evaluation configuration: {"Venue":"CVPR’21","Dehazing Category":"Image dehazing methods","Resolution":"Native 4K","Hardware":"V100 32 GB GPU"}. This record does not assert independent reproduction. ### MAP-Net PSNR: 18.45. Result ID: 6a0438d947f34ce924ea24eb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Venue":"CVPR’23","Dehazing Category":"Video dehazing methods","Resolution":"Native 4K","Hardware":"V100 32 GB GPU"}. This record does not assert independent reproduction. ### No Dehazing PSNR: 13.19. Result ID: 6a0438d947f34ce924ea24e0. [Reporting paper]() Recorded evaluation configuration: {"Resolution":"Native 4K"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.