# Remote Sensing Image Dehazing on SateHaze1k Thin Source: [Remote Sensing Image Dehazing on SateHaze1k Thin]() Collection index: [llms.txt]() Data updated: 2026-06-18T08:35:48.220Z Evaluation of Remote Sensing Image Dehazing performance on the SateHaze1k Thin 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 Thin | | Metric | PSNR | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 38 of 38 | | 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 | 26.2 | Not recorded | 6965d1756343fa78c83234ad | | DVANet | 25.94 | Not recorded | 6a337b95206542251d7c50c0 | | ConvIR + UDP | 25.48 | Not recorded | 6965d1756343fa78c83234ad | | ZID-Net | 25.26 | Not recorded | 69f03f5055a3c32af89fa336 | | ConvIR-S | 25.11 | Not recorded | 6965d1756343fa78c83234ad | | PoolNet-S | 25.02 | Not recorded | 6965d1756343fa78c83234ad | | FMambaIR | 24.58 | Not recorded | 6a337b95206542251d7c50c0 | | UMWTransformer | 24.29 | Not recorded | 6965d1756343fa78c83234ad | | UMWTrans | 24.29 | Not recorded | 6a337b95206542251d7c50c0 | | DehazeFormer | 24.26 | Not recorded | 6a337b95206542251d7c50c0 | | FocalNet | 24.16 | Not recorded | 6965d1756343fa78c83234ad | | FocalNet | 24.16 | Not recorded | 6a337b95206542251d7c50c0 | | DehazeFormer-B | 24.1 | Not recorded | 69f03f5055a3c32af89fa336 | | DEANet | 23.73 | Not recorded | 69f03f5055a3c32af89fa336 | | FCFT-Net | 23.59 | Not recorded | 6965d1756343fa78c83234ad | | FCTF-Net | 23.59 | Not recorded | 6a337b95206542251d7c50c0 | | TUR | 23.28 | Not recorded | 69f03f5055a3c32af89fa336 | | Restormer | 23.08 | Not recorded | 6965d1756343fa78c83234ad | | Restormer | 23.08 | Not recorded | 6a337b95206542251d7c50c0 | | DCMPNet | 22.87 | Not recorded | 69f03f5055a3c32af89fa336 | | Uformer | 22.82 | Not recorded | 6a337b95206542251d7c50c0 | | SANet | 22.69 | Not recorded | 69f03f5055a3c32af89fa336 | | EMPF | 22.69 | Not recorded | 6a337b95206542251d7c50c0 | | SGDN | 22.67 | Not recorded | 69f03f5055a3c32af89fa336 | | C2PNet | 22.66 | Not recorded | 69f03f5055a3c32af89fa336 | | Trinity | 22.65 | Not recorded | 6a337b95206542251d7c50c0 | | SGID | 21.69 | Not recorded | 69f03f5055a3c32af89fa336 | | Trinity-Net | 21.55 | Not recorded | 6965d1756343fa78c83234ad | | FFA | 21.29 | Not recorded | 69f03f5055a3c32af89fa336 | | MB-TaylorFormerV2-B | 21.12 | Not recorded | 69f03f5055a3c32af89fa336 | | H2RL-Net | 20.91 | Not recorded | 6965d1756343fa78c83234ad | | H2RL-Net | 20.91 | Not recorded | 6a337b95206542251d7c50c0 | | DCP | 20.61 | Not recorded | 69f03f5055a3c32af89fa336 | | C2PNet | 19.62 | Not recorded | 6965d1756343fa78c83234ad | | C2PNet | 19.62 | Not recorded | 6a337b95206542251d7c50c0 | | AOD-Net | 19.54 | Not recorded | 6965d1756343fa78c83234ad | | AOD-Net | 19.54 | Not recorded | 6a337b95206542251d7c50c0 | | Learning Hazing to Dehazing | 13.79 | Not recorded | 69f03f5055a3c32af89fa336 | ### PoolNet + UDP PSNR: 26.2. Result ID: 6997cce25698665ec424211d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DVANet PSNR: 25.94. Result ID: 6a33add6fbc373592c31018b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Venue":"Ours"}. This record does not assert independent reproduction. ### ConvIR + UDP PSNR: 25.48. Result ID: 6997cce25698665ec424211c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ZID-Net PSNR: 25.26. Result ID: 69f0777347f34ce924d68a2a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Venue & Year":"-"}. This record does not assert independent reproduction. ### ConvIR-S PSNR: 25.11. Result ID: 6997cce25698665ec424211a. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PoolNet-S PSNR: 25.02. Result ID: 6997cce25698665ec424211b. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FMambaIR PSNR: 24.58. Result ID: 6a33add6fbc373592c31018a. [Reporting paper]() Recorded evaluation configuration: {"Venue":"TGRS’25"}. This record does not assert independent reproduction. ### UMWTransformer PSNR: 24.29. Result ID: 6997cce25698665ec4242118. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### UMWTrans PSNR: 24.29. Result ID: 6a33add6fbc373592c310185. [Reporting paper]() Recorded evaluation configuration: {"Venue":"ECCV’22"}. This record does not assert independent reproduction. ### DehazeFormer PSNR: 24.26. Result ID: 6a33add6fbc373592c310187. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Venue":"TIP’23"}. This record does not assert independent reproduction. ### FocalNet PSNR: 24.16. Result ID: 6997cce25698665ec4242119. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FocalNet PSNR: 24.16. Result ID: 6a33add6fbc373592c310186. [Reporting paper]() Recorded evaluation configuration: {"Venue":"ICCV’23"}. This record does not assert independent reproduction. ### DehazeFormer-B PSNR: 24.1. Result ID: 69f0777347f34ce924d68a22. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Venue & Year":"TIP 2023"}. This record does not assert independent reproduction. ### DEANet PSNR: 23.73. Result ID: 69f0777347f34ce924d68a25. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Venue & Year":"TIP 2024"}. This record does not assert independent reproduction. ### FCFT-Net PSNR: 23.59. Result ID: 6997cce25698665ec4242114. [Reporting paper]() Recorded evaluation configuration: {"specially designed for remote sensing":true}. This record does not assert independent reproduction. ### FCTF-Net PSNR: 23.59. Result ID: 6a33add6fbc373592c310181. [Reporting paper]() Recorded evaluation configuration: {"Venue":"TGRS’20"}. This record does not assert independent reproduction. ### TUR PSNR: 23.28. Result ID: 69f0777347f34ce924d68a27. [Reporting paper]() Recorded evaluation configuration: {"Venue & Year":"AAAI 2025"}. This record does not assert independent reproduction. ### Restormer PSNR: 23.08. Result ID: 6997cce25698665ec4242116. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Restormer PSNR: 23.08. Result ID: 6a33add6fbc373592c310184. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Venue":"CVPR’22"}. This record does not assert independent reproduction. ### DCMPNet PSNR: 22.87. Result ID: 69f0777347f34ce924d68a24. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Venue & Year":"CVPR 2024"}. This record does not assert independent reproduction. ### Uformer PSNR: 22.82. Result ID: 6a33add6fbc373592c310182. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Venue":"CVPR’22"}. This record does not assert independent reproduction. ### SANet PSNR: 22.69. Result ID: 69f0777347f34ce924d68a23. [Reporting paper]() Recorded evaluation configuration: {"Venue & Year":"IJCAI 2023"}. This record does not assert independent reproduction. ### EMPF PSNR: 22.69. Result ID: 6a33add6fbc373592c310188. [Reporting paper]() Recorded evaluation configuration: {"Venue":"TGRS’23"}. This record does not assert independent reproduction. ### SGDN PSNR: 22.67. Result ID: 69f0777347f34ce924d68a28. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Venue & Year":"AAAI 2025"}. This record does not assert independent reproduction. ### C2PNet PSNR: 22.66. Result ID: 69f0777347f34ce924d68a21. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Venue & Year":"CVPR 2023"}. This record does not assert independent reproduction. ### Trinity PSNR: 22.65. Result ID: 6a33add6fbc373592c310189. [Reporting paper]() Recorded evaluation configuration: {"Venue":"TGRS’23"}. This record does not assert independent reproduction. ### SGID PSNR: 21.69. Result ID: 69f0777347f34ce924d68a20. [Reporting paper]() Recorded evaluation configuration: {"Venue & Year":"TIP 2022"}. This record does not assert independent reproduction. ### Trinity-Net PSNR: 21.55. Result ID: 6997cce25698665ec4242117. [Reporting paper]() Recorded evaluation configuration: {"specially designed for remote sensing":true}. This record does not assert independent reproduction. ### FFA PSNR: 21.29. Result ID: 69f0777347f34ce924d68a1f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Venue & Year":"AAAI 2020"}. This record does not assert independent reproduction. ### MB-TaylorFormerV2-B PSNR: 21.12. Result ID: 69f0777347f34ce924d68a26. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Venue & Year":"TPAMI 2025"}. This record does not assert independent reproduction. ### H2RL-Net PSNR: 20.91. Result ID: 6997cce25698665ec4242113. [Reporting paper]() Recorded evaluation configuration: {"specially designed for remote sensing":true}. This record does not assert independent reproduction. ### H2RL-Net PSNR: 20.91. Result ID: 6a33add6fbc373592c310180. [Reporting paper]() Recorded evaluation configuration: {"Venue":"GRSL’21"}. This record does not assert independent reproduction. ### DCP PSNR: 20.61. Result ID: 69f0777347f34ce924d68a1e. [Reporting paper]() Recorded evaluation configuration: {"Venue & Year":"TPAMI 2010"}. This record does not assert independent reproduction. ### C2PNet PSNR: 19.62. Result ID: 6997cce25698665ec4242115. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### C2PNet PSNR: 19.62. Result ID: 6a33add6fbc373592c310183. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Venue":"CVPR’23"}. This record does not assert independent reproduction. ### AOD-Net PSNR: 19.54. Result ID: 6997cce25698665ec4242112. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### AOD-Net PSNR: 19.54. Result ID: 6a33add6fbc373592c31017f. [Reporting paper]() Recorded evaluation configuration: {"Venue":"ICCV’17"}. This record does not assert independent reproduction. ### Learning Hazing to Dehazing PSNR: 13.79. Result ID: 69f0777347f34ce924d68a29. [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.