# High Dynamic Range on ImageNet 512 x 512 Source: [High Dynamic Range on ImageNet 512 x 512]() Collection index: [llms.txt]() Data updated: 2026-05-28T08:31:49.049Z Evaluation of High Dynamic Range (HDR) processing performance on the ImageNet dataset rendered at 512x512 resolution, measured using PSNR, SSIM, LPIPS, and Run-time. 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 | High dynamic range | | Dataset (including any stated split) | ImageNet 512 x 512 | | Metric | PSNR | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 3 of 3 | | 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. - [LPIPS](): Lower is better; unit: SCALAR. - [Run-time (s)](): Lower is better; unit: TIME. ## Recorded results | Method | PSNR | Result date | Report paper | | --- | --- | --- | --- | | CLAMP | 28.845 | Not recorded | 6a17cbf8dbd7150506f811bc | | DAPS | 28.003 | Not recorded | 6a17cbf8dbd7150506f811bc | | SITCOM | 25.361 | Not recorded | 6a17cbf8dbd7150506f811bc | ### CLAMP PSNR: 28.845. Result ID: 6a17fd26fbc373592c11b33a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Resolution":"512 x 512","Diffusion Prior":"class-conditional","Offline predicted labels":"true","Classifier guidance":"none","Number of samples":"10","Batch size":"1"}. This record does not assert independent reproduction. ### DAPS PSNR: 28.003. Result ID: 6a17fd26fbc373592c11b33b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Resolution":"512 x 512","Diffusion Prior":"class-conditional","Offline predicted labels":"true","Classifier guidance":"none","Number of samples":"10","Batch size":"1"}. This record does not assert independent reproduction. ### SITCOM PSNR: 25.361. Result ID: 6a17fd26fbc373592c11b33c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Resolution":"512 x 512","Diffusion Prior":"class-conditional","Offline predicted labels":"true","Classifier guidance":"none","Number of samples":"10","Batch size":"1"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.