# Remote Sensing Image Dehazing on SateHaze1k Moderate Source: [Remote Sensing Image Dehazing on SateHaze1k Moderate]() Collection index: [llms.txt]() Data updated: 2026-04-28T09:01:55.022Z Evaluation of Remote Sensing Image Dehazing performance on the SateHaze1k Moderate dataset, typically 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 | Remote Sensing Image Dehazing | | Dataset (including any stated split) | SateHaze1k Moderate | | Metric | PSNR | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 25 of 25 | | 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 | | --- | --- | --- | --- | | PoolNet + UDP | 28.26 | Not recorded | 6965d1756343fa78c83234ad | | ConvIR + UDP | 28.07 | Not recorded | 6965d1756343fa78c83234ad | | ZID-Net | 27.71 | Not recorded | 69f03f5055a3c32af89fa336 | | PoolNet-S | 27.02 | Not recorded | 6965d1756343fa78c83234ad | | ConvIR-S | 26.79 | Not recorded | 6965d1756343fa78c83234ad | | UMWTransformer | 26.65 | Not recorded | 6965d1756343fa78c83234ad | | TUR | 26.35 | Not recorded | 69f03f5055a3c32af89fa336 | | DehazeFormer-B | 26.26 | Not recorded | 69f03f5055a3c32af89fa336 | | FocalNet | 25.99 | Not recorded | 6965d1756343fa78c83234ad | | C2PNet | 25.76 | Not recorded | 69f03f5055a3c32af89fa336 | | DEANet | 25.72 | Not recorded | 69f03f5055a3c32af89fa336 | | SGDN | 25.69 | Not recorded | 69f03f5055a3c32af89fa336 | | SANet | 24.86 | Not recorded | 69f03f5055a3c32af89fa336 | | C2PNet | 24.79 | Not recorded | 6965d1756343fa78c83234ad | | Restormer | 24.73 | Not recorded | 6965d1756343fa78c83234ad | | MB-TaylorFormerV2-B | 24.62 | Not recorded | 69f03f5055a3c32af89fa336 | | FFA | 24.23 | Not recorded | 69f03f5055a3c32af89fa336 | | DCMPNet | 24.09 | Not recorded | 69f03f5055a3c32af89fa336 | | SGID | 23.68 | Not recorded | 69f03f5055a3c32af89fa336 | | Trinity-Net | 23.35 | Not recorded | 6965d1756343fa78c83234ad | | FCFT-Net | 22.88 | Not recorded | 6965d1756343fa78c83234ad | | H2RL-Net | 22.34 | Not recorded | 6965d1756343fa78c83234ad | | DCP | 21.55 | Not recorded | 69f03f5055a3c32af89fa336 | | AOD-Net | 20.1 | Not recorded | 6965d1756343fa78c83234ad | | Learning Hazing to Dehazing | 15.55 | Not recorded | 69f03f5055a3c32af89fa336 | ### PoolNet + UDP PSNR: 28.26. Result ID: 6997cce25698665ec4242129. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ConvIR + UDP PSNR: 28.07. Result ID: 6997cce25698665ec4242128. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ZID-Net PSNR: 27.71. Result ID: 69f0777347f34ce924d68a37. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Venue & Year":"-"}. This record does not assert independent reproduction. ### PoolNet-S PSNR: 27.02. Result ID: 6997cce25698665ec4242127. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ConvIR-S PSNR: 26.79. Result ID: 6997cce25698665ec4242126. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### UMWTransformer PSNR: 26.65. Result ID: 6997cce25698665ec4242124. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TUR PSNR: 26.35. Result ID: 69f0777347f34ce924d68a34. [Reporting paper]() Recorded evaluation configuration: {"Venue & Year":"AAAI 2025"}. This record does not assert independent reproduction. ### DehazeFormer-B PSNR: 26.26. Result ID: 69f0777347f34ce924d68a2f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Venue & Year":"TIP 2023"}. This record does not assert independent reproduction. ### FocalNet PSNR: 25.99. Result ID: 6997cce25698665ec4242125. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### C2PNet PSNR: 25.76. Result ID: 69f0777347f34ce924d68a2e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Venue & Year":"CVPR 2023"}. This record does not assert independent reproduction. ### DEANet PSNR: 25.72. Result ID: 69f0777347f34ce924d68a32. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Venue & Year":"TIP 2024"}. This record does not assert independent reproduction. ### SGDN PSNR: 25.69. Result ID: 69f0777347f34ce924d68a35. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Venue & Year":"AAAI 2025"}. This record does not assert independent reproduction. ### SANet PSNR: 24.86. Result ID: 69f0777347f34ce924d68a30. [Reporting paper]() Recorded evaluation configuration: {"Venue & Year":"IJCAI 2023"}. This record does not assert independent reproduction. ### C2PNet PSNR: 24.79. Result ID: 6997cce25698665ec4242121. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Restormer PSNR: 24.73. Result ID: 6997cce25698665ec4242122. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MB-TaylorFormerV2-B PSNR: 24.62. Result ID: 69f0777347f34ce924d68a33. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Venue & Year":"TPAMI 2025"}. This record does not assert independent reproduction. ### FFA PSNR: 24.23. Result ID: 69f0777347f34ce924d68a2c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Venue & Year":"AAAI 2020"}. This record does not assert independent reproduction. ### DCMPNet PSNR: 24.09. Result ID: 69f0777347f34ce924d68a31. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Venue & Year":"CVPR 2024"}. This record does not assert independent reproduction. ### SGID PSNR: 23.68. Result ID: 69f0777347f34ce924d68a2d. [Reporting paper]() Recorded evaluation configuration: {"Venue & Year":"TIP 2022"}. This record does not assert independent reproduction. ### Trinity-Net PSNR: 23.35. Result ID: 6997cce25698665ec4242123. [Reporting paper]() Recorded evaluation configuration: {"specially designed for remote sensing":true}. This record does not assert independent reproduction. ### FCFT-Net PSNR: 22.88. Result ID: 6997cce25698665ec4242120. [Reporting paper]() Recorded evaluation configuration: {"specially designed for remote sensing":true}. This record does not assert independent reproduction. ### H2RL-Net PSNR: 22.34. Result ID: 6997cce25698665ec424211f. [Reporting paper]() Recorded evaluation configuration: {"specially designed for remote sensing":true}. This record does not assert independent reproduction. ### DCP PSNR: 21.55. Result ID: 69f0777347f34ce924d68a2b. [Reporting paper]() Recorded evaluation configuration: {"Venue & Year":"TPAMI 2010"}. This record does not assert independent reproduction. ### AOD-Net PSNR: 20.1. Result ID: 6997cce25698665ec424211e. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Learning Hazing to Dehazing PSNR: 15.55. Result ID: 69f0777347f34ce924d68a36. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Venue & Year":"CVPR 2025"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.