# Haze Removal on RESIDE OTS Source: [Haze Removal on RESIDE OTS]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:56:31.510Z Evaluation of Haze Removal performance on the RESIDE OTS 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 | Haze Removal | | Dataset (including any stated split) | RESIDE OTS | | Metric | PSNR | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 14 of 14 | | 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 | | --- | --- | --- | --- | | DELNet | 31.22 | Not recorded | 69802f60a8b01e76cc8e1490 | | CLAIO | 31.05 | Not recorded | 69802f60a8b01e76cc8e1490 | | ADSM | 30.66 | Not recorded | 69802f60a8b01e76cc8e1490 | | WGWS | 29.54 | Not recorded | 69802f60a8b01e76cc8e1490 | | MAS | 29.11 | Not recorded | 69802f60a8b01e76cc8e1490 | | PIGWM | 28.33 | Not recorded | 69802f60a8b01e76cc8e1490 | | EWC | 28.23 | Not recorded | 69802f60a8b01e76cc8e1490 | | Chen et al. | 27.34 | Not recorded | 69802f60a8b01e76cc8e1490 | | TransWeather | 27.12 | Not recorded | 69802f60a8b01e76cc8e1490 | | AFC | 26.73 | Not recorded | 69802f60a8b01e76cc8e1490 | | AIRFormer | 25.67 | Not recorded | 69802f60a8b01e76cc8e1490 | | WeatherDiff | 24.3 | Not recorded | 69802f60a8b01e76cc8e1490 | | POD | 23.19 | Not recorded | 69802f60a8b01e76cc8e1490 | | LwF | 23.12 | Not recorded | 69802f60a8b01e76cc8e1490 | ### DELNet PSNR: 31.22. Result ID: 699774655698665ec4c87df5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Single-task sequence"}. This record does not assert independent reproduction. ### CLAIO PSNR: 31.05. Result ID: 699774655698665ec4c87dfc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Single-task sequence","Category":"Integrated"}. This record does not assert independent reproduction. ### ADSM PSNR: 30.66. Result ID: 699774655698665ec4c87dfb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Single-task sequence","Category":"Integrated"}. This record does not assert independent reproduction. ### WGWS PSNR: 29.54. Result ID: 699774655698665ec4c87df7. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Single-task sequence","Category":"Integrated"}. This record does not assert independent reproduction. ### MAS PSNR: 29.11. Result ID: 699774655698665ec4c87df0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Single-task sequence","Category":"Continual learning"}. This record does not assert independent reproduction. ### PIGWM PSNR: 28.33. Result ID: 699774655698665ec4c87df3. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Single-task sequence","Category":"Continual learning"}. This record does not assert independent reproduction. ### EWC PSNR: 28.23. Result ID: 699774655698665ec4c87def. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Single-task sequence","Category":"Continual learning"}. This record does not assert independent reproduction. ### Chen et al. PSNR: 27.34. Result ID: 699774655698665ec4c87df8. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Single-task sequence","Category":"Integrated"}. This record does not assert independent reproduction. ### TransWeather PSNR: 27.12. Result ID: 699774655698665ec4c87df6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Protocol":"Single-task sequence","Category":"Integrated"}. This record does not assert independent reproduction. ### AFC PSNR: 26.73. Result ID: 699774655698665ec4c87df4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Single-task sequence","Category":"Continual learning"}. This record does not assert independent reproduction. ### AIRFormer PSNR: 25.67. Result ID: 699774655698665ec4c87df9. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Single-task sequence","Category":"Integrated"}. This record does not assert independent reproduction. ### WeatherDiff PSNR: 24.3. Result ID: 699774655698665ec4c87dfa. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Protocol":"Single-task sequence","Category":"Integrated"}. This record does not assert independent reproduction. ### POD PSNR: 23.19. Result ID: 699774655698665ec4c87df2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Protocol":"Single-task sequence","Category":"Continual learning"}. This record does not assert independent reproduction. ### LwF PSNR: 23.12. Result ID: 699774655698665ec4c87df1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Single-task sequence","Category":"Continual learning"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.