# Holographic Reconstruction on Holographic Reconstruction 496 samples (test) Source: [Holographic Reconstruction on Holographic Reconstruction 496 samples (test)]() Collection index: [llms.txt]() Data updated: 2026-03-06T08:18:40.480Z Evaluation of holographic reconstruction performance on the 496-sample test set, reporting Phase PSNR, Phase SSIM, Amplitude SSIM, and B/S Ratio. 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 | Holographic Reconstruction | | Dataset (including any stated split) | Holographic Reconstruction 496 samples (test) | | Metric | Phase PSNR | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 7 of 7 | | 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 - [Phase PSNR](): Higher is better; unit: SCALAR. - [Phase SSIM](): Higher is better; unit: SCALAR. - [Amplitude SSIM](): Higher is better; unit: SCALAR. - [B/S Ratio](): Higher is better; unit: SCALAR. ## Recorded results | Method | Phase PSNR | Result date | Report paper | | --- | --- | --- | --- | | U-Net | 53.91 | Not recorded | 69aa5f6f2d603e6de3e417fa | | HoloPASWIN | 46.55 | Not recorded | 69aa5f6f2d603e6de3e417fa | | HRNet | 41.86 | Not recorded | 69aa5f6f2d603e6de3e417fa | | ResNet-U-Net | 41.06 | Not recorded | 69aa5f6f2d603e6de3e417fa | | ASM (dirty) | 34.69 | Not recorded | 69aa5f6f2d603e6de3e417fa | | GS | 34.69 | Not recorded | 69aa5f6f2d603e6de3e417fa | | GS | 34.69 | Not recorded | 69aa5f6f2d603e6de3e417fa | ### U-Net Phase PSNR: 53.91. Result ID: 69aa8db86dbb7075b9543b4a. [Reporting paper]() Recorded evaluation configuration: {"Time (ms)":"23.1","Params (M)":"31.04"}. This record does not assert independent reproduction. ### HoloPASWIN Phase PSNR: 46.55. Result ID: 69aa8db86dbb7075b9543b4d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Time (ms)":"13.7","Params (M)":"30.88"}. This record does not assert independent reproduction. ### HRNet Phase PSNR: 41.86. Result ID: 69aa8db86dbb7075b9543b4c. [Reporting paper]() Recorded evaluation configuration: {"Time (ms)":"8.5","Params (M)":"3.06"}. This record does not assert independent reproduction. ### ResNet-U-Net Phase PSNR: 41.06. Result ID: 69aa8db86dbb7075b9543b4b. [Reporting paper]() Recorded evaluation configuration: {"Time (ms)":"10.9","Params (M)":"15.56"}. This record does not assert independent reproduction. ### ASM (dirty) Phase PSNR: 34.69. Result ID: 69aa8db86dbb7075b9543b47. [Reporting paper]() Recorded evaluation configuration: {"Time (ms)":"2.4"}. This record does not assert independent reproduction. ### GS Phase PSNR: 34.69. Result ID: 69aa8db86dbb7075b9543b48. [Reporting paper]() Recorded evaluation configuration: {"iterations":"50","Time (ms)":"59.0"}. This record does not assert independent reproduction. ### GS Phase PSNR: 34.69. Result ID: 69aa8db86dbb7075b9543b49. [Reporting paper]() Recorded evaluation configuration: {"iterations":"100","Time (ms)":"95.8"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.