# Image Dehazing on Haze 2020 (test) Source: [Image Dehazing on Haze 2020 (test)]() Collection index: [llms.txt]() Data updated: 2026-06-16T09:35:44.313Z Evaluation of Image Dehazing performance on the test split of the Haze 2020 dataset, utilizing perceptual and quality metrics like FID, NIQE, MUSIQ, and MANIQA. 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) | Haze 2020 (test) | | Metric | FID | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 27 of 27 | | 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 - [FID](): Lower is better; unit: SCALAR. - [NIQE](): Lower is better; unit: SCALAR. - [MUSIQ](): Higher is better; unit: SCALAR. - [MANIQA](): Higher is better; unit: PERCENT. ## Recorded results | Method | FID | Result date | Report paper | | --- | --- | --- | --- | | Fi-Gaussian | 67.9 | Not recorded | 6a30d8ffd33dfb23e783d138 | | Dehaze-GaussianImage | 68.9 | Not recorded | 6a30d8ffd33dfb23e783d133 | | DehazeSB | 69.8 | Not recorded | 6a30d8ffd33dfb23e783d133 | | DehazeSB | 69.8 | Not recorded | 6a30d8ffd33dfb23e783d138 | | Diff-Dehazer | 70.9 | Not recorded | 6a30d8ffd33dfb23e783d133 | | Diff-Dehazer | 70.9 | Not recorded | 6a30d8ffd33dfb23e783d138 | | FFA-Net | 72.9 | Not recorded | 6a30d8ffd33dfb23e783d138 | | PSD | 79.5 | Not recorded | 6a30d8ffd33dfb23e783d133 | | PSD | 79.5 | Not recorded | 6a30d8ffd33dfb23e783d138 | | GridDehazeNet | 80.2 | Not recorded | 6a30d8ffd33dfb23e783d133 | | GridDehazeNet | 80.2 | Not recorded | 6a30d8ffd33dfb23e783d138 | | DCP | 81.7 | Not recorded | 6a30d8ffd33dfb23e783d133 | | DCP | 81.7 | Not recorded | 6a30d8ffd33dfb23e783d138 | | YoLY | 84.5 | Not recorded | 6a30d8ffd33dfb23e783d133 | | D4 | 84.5 | Not recorded | 6a30d8ffd33dfb23e783d133 | | YOLY | 84.5 | Not recorded | 6a30d8ffd33dfb23e783d138 | | D4 | 84.5 | Not recorded | 6a30d8ffd33dfb23e783d138 | | USID-Net | 85.2 | Not recorded | 6a30d8ffd33dfb23e783d133 | | USID-Net | 85.2 | Not recorded | 6a30d8ffd33dfb23e783d138 | | Aod-Net | 85.3 | Not recorded | 6a30d8ffd33dfb23e783d133 | | AOD-Net | 85.3 | Not recorded | 6a30d8ffd33dfb23e783d138 | | RefineDNet | 87.3 | Not recorded | 6a30d8ffd33dfb23e783d133 | | RefineDNet | 87.3 | Not recorded | 6a30d8ffd33dfb23e783d138 | | DehazeNet | 89.4 | Not recorded | 6a30d8ffd33dfb23e783d133 | | DehazeNet | 89.4 | Not recorded | 6a30d8ffd33dfb23e783d138 | | Cycle-Dehaze | 91.3 | Not recorded | 6a30d8ffd33dfb23e783d133 | | Cycle-Dehaze | 91.3 | Not recorded | 6a30d8ffd33dfb23e783d138 | ### Fi-Gaussian FID: 67.9. Result ID: 6a3118dbfbc373592c2dce81. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Dehaze-GaussianImage FID: 68.9. Result ID: 6a3118bcfbc373592c2dcdd9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DehazeSB FID: 69.8. Result ID: 6a3118bcfbc373592c2dcdd8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DehazeSB FID: 69.8. Result ID: 6a3118dbfbc373592c2dce80. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Diff-Dehazer FID: 70.9. Result ID: 6a3118bcfbc373592c2dcdd7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Diff-Dehazer FID: 70.9. Result ID: 6a3118dbfbc373592c2dce7f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FFA-Net FID: 72.9. Result ID: 6a3118dbfbc373592c2dce74. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PSD FID: 79.5. Result ID: 6a3118bcfbc373592c2dcdcd. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PSD FID: 79.5. Result ID: 6a3118dbfbc373592c2dce75. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GridDehazeNet FID: 80.2. Result ID: 6a3118bcfbc373592c2dcdd0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GridDehazeNet FID: 80.2. Result ID: 6a3118dbfbc373592c2dce78. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DCP FID: 81.7. Result ID: 6a3118bcfbc373592c2dcdd1. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DCP FID: 81.7. Result ID: 6a3118dbfbc373592c2dce79. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### YoLY FID: 84.5. Result ID: 6a3118bcfbc373592c2dcdd3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### D4 FID: 84.5. Result ID: 6a3118bcfbc373592c2dcdd6. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### YOLY FID: 84.5. Result ID: 6a3118dbfbc373592c2dce7b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### D4 FID: 84.5. Result ID: 6a3118dbfbc373592c2dce7e. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### USID-Net FID: 85.2. Result ID: 6a3118bcfbc373592c2dcdd5. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### USID-Net FID: 85.2. Result ID: 6a3118dbfbc373592c2dce7d. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Aod-Net FID: 85.3. Result ID: 6a3118bcfbc373592c2dcdcf. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### AOD-Net FID: 85.3. Result ID: 6a3118dbfbc373592c2dce77. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RefineDNet FID: 87.3. Result ID: 6a3118bcfbc373592c2dcdd4. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RefineDNet FID: 87.3. Result ID: 6a3118dbfbc373592c2dce7c. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DehazeNet FID: 89.4. Result ID: 6a3118bcfbc373592c2dcdce. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DehazeNet FID: 89.4. Result ID: 6a3118dbfbc373592c2dce76. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Cycle-Dehaze FID: 91.3. Result ID: 6a3118bcfbc373592c2dcdd2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Cycle-Dehaze FID: 91.3. Result ID: 6a3118dbfbc373592c2dce7a. [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.