# Image Dehazing on Dehazing (test) Source: [Image Dehazing on Dehazing (test)]() Collection index: [llms.txt]() Data updated: 2026-07-03T06:38:54.180Z Evaluation of Image Dehazing performance on the test split of the Dehazing 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 | Image Dehazing | | Dataset (including any stated split) | Dehazing (test) | | Metric | PSNR | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 19 of 19 | | 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. ## Recorded results | Method | PSNR | Result date | Report paper | | --- | --- | --- | --- | | DehazeFormer | 34.29 | Not recorded | 68fa72971e209131cea575ba | | MAXIM | 34.19 | Not recorded | 68fa72971e209131cea575ba | | DiffUIR-L | 32.94 | Not recorded | 68fa72971e209131cea575ba | | DiffUIR-B | 32.7 | Not recorded | 68fa72971e209131cea575ba | | Prompt-IR | 32.02 | Not recorded | 68fa72971e209131cea575ba | | DiffUIR-S | 31.83 | Not recorded | 68fa72971e209131cea575ba | | DA-CLIP | 31.39 | Not recorded | 68fa72971e209131cea575ba | | Restomer | 30.87 | Not recorded | 68fa72971e209131cea575ba | | DiffUIR-T | 30.83 | Not recorded | 68fa72971e209131cea575ba | | RDDM | 30.78 | Not recorded | 68fa72971e209131cea575ba | | AirNet | 25.47 | Not recorded | 68fa72971e209131cea575ba | | IDR | 25.24 | Not recorded | 68fa72971e209131cea575ba | | MIRNet-v2 | 24.03 | Not recorded | 68fa72971e209131cea575ba | | Restomer | 22.79 | Not recorded | 68fa72971e209131cea575ba | | SwinIR | 21.5 | Not recorded | 68fa72971e209131cea575ba | | Hidden-Shot | 15.26 | Not recorded | 6a4741e8143ebdcacacc5a53 | | InstructDiffusion | 12.13 | Not recorded | 6a4741e8143ebdcacacc5a53 | | Hidden-Shot | 11.26 | Not recorded | 6a4741e8143ebdcacacc5a53 | | Prompt Diffusion | 8.33 | Not recorded | 6a4741e8143ebdcacacc5a53 | ### DehazeFormer PSNR: 34.29. Result ID: 699244fe3a6c3148490dc633. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Year":2022,"Setting":"Task-specific","Params (M)":4.63,"FLOPS (G)":48.64,"Resolution":"256x256"}. This record does not assert independent reproduction. ### MAXIM PSNR: 34.19. Result ID: 699244fe3a6c3148490dc635. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Year":2022,"Setting":"Task-specific","Params (M)":14.1,"FLOPS (G)":216,"Resolution":"256x256"}. This record does not assert independent reproduction. ### DiffUIR-L PSNR: 32.94. Result ID: 699244fe3a6c3148490dc63f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Setting":"Universal","Params (M)":36.26,"FLOPS (G)":9.88,"Resolution":"256x256"}. This record does not assert independent reproduction. ### DiffUIR-B PSNR: 32.7. Result ID: 699244fe3a6c3148490dc63e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Setting":"Universal","Params (M)":12.41,"FLOPS (G)":7.19,"Resolution":"256x256"}. This record does not assert independent reproduction. ### Prompt-IR PSNR: 32.02. Result ID: 699244fe3a6c3148490dc63a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Year":2023,"Setting":"Universal","Params (M)":35.59,"FLOPS (G)":15.81,"Reimplemented":true,"Resolution":"256x256"}. This record does not assert independent reproduction. ### DiffUIR-S PSNR: 31.83. Result ID: 699244fe3a6c3148490dc63d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Setting":"Universal","Params (M)":3.27,"FLOPS (G)":2.4,"Resolution":"256x256"}. This record does not assert independent reproduction. ### DA-CLIP PSNR: 31.39. Result ID: 699244fe3a6c3148490dc63b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Year":2023,"Setting":"Universal","Params (M)":174.1,"FLOPS (G)":118.5,"Reimplemented":true,"Resolution":"256x256"}. This record does not assert independent reproduction. ### Restomer PSNR: 30.87. Result ID: 699244fe3a6c3148490dc634. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Year":2022,"Setting":"Task-specific","Params (M)":26.12,"FLOPS (G)":141,"Resolution":"256x256"}. This record does not assert independent reproduction. ### DiffUIR-T PSNR: 30.83. Result ID: 699244fe3a6c3148490dc63c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Setting":"Universal","Params (M)":0.89,"FLOPS (G)":1.72,"Resolution":"256x256"}. This record does not assert independent reproduction. ### RDDM PSNR: 30.78. Result ID: 699244fe3a6c3148490dc636. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Year":2023,"Setting":"Task-specific","Params (M)":36.26,"FLOPS (G)":9.88,"Reimplemented":true,"Resolution":"256x256"}. This record does not assert independent reproduction. ### AirNet PSNR: 25.47. Result ID: 699244fe3a6c3148490dc638. [Reporting paper]() Recorded evaluation configuration: {"Year":2022,"Setting":"Universal","Params (M)":8.93,"FLOPS (G)":30.13,"Reimplemented":true,"Resolution":"256x256"}. This record does not assert independent reproduction. ### IDR PSNR: 25.24. Result ID: 699244fe3a6c3148490dc639. [Reporting paper]() Recorded evaluation configuration: {"Year":2023,"Setting":"Universal","Params (M)":15.34,"Resolution":"256x256"}. This record does not assert independent reproduction. ### MIRNet-v2 PSNR: 24.03. Result ID: 699244fe3a6c3148490dc632. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Year":2022,"Setting":"Task-specific","Params (M)":5.9,"FLOPS (G)":140.92,"Resolution":"256x256"}. This record does not assert independent reproduction. ### Restomer PSNR: 22.79. Result ID: 699244fe3a6c3148490dc637. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setting":"Universal","Params (M)":26.12,"FLOPS (G)":141,"Reimplemented":true,"Resolution":"256x256"}. This record does not assert independent reproduction. ### SwinIR PSNR: 21.5. Result ID: 699244fe3a6c3148490dc631. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Year":2021,"Setting":"Task-specific","Params (M)":0.9,"FLOPS (G)":752.13,"Resolution":"256x256"}. This record does not assert independent reproduction. ### Hidden-Shot PSNR: 15.26. Result ID: 6a4758e060b88bb33991fcd5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Configuration":"3C4U"}. This record does not assert independent reproduction. ### InstructDiffusion PSNR: 12.13. Result ID: 6a4758e060b88bb33991fcd4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Hidden-Shot PSNR: 11.26. Result ID: 6a4758e060b88bb33991fcd6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Configuration":"3C7U"}. This record does not assert independent reproduction. ### Prompt Diffusion PSNR: 8.33. Result ID: 6a4758e060b88bb33991fcd3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.