# Dehazing on Ambient6K (test) Source: [Dehazing on Ambient6K (test)]() Collection index: [llms.txt]() Data updated: 2026-03-16T08:53:49.481Z Evaluation of Image Dehazing performance on the test split of the Ambient6K dataset, typically measured using PSNR, SSIM, and LPIPS. 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 | Dehazing | | Dataset (including any stated split) | Ambient6K (test) | | Metric | PSNR | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 1 of 1 | | 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. - [LPIPS](): Lower is better; unit: SCALAR. ## Recorded results | Method | PSNR | Result date | Report paper | | --- | --- | --- | --- | | DW-NET | 20.969 | Not recorded | 69b78e570636e5bf4afbd9f7 | ### DW-NET PSNR: 20.969. Result ID: 69b7c50647f34ce9249f89c3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Prior":"RGB+Freq.","MACs":"7.54G"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.