# Gaussian Deblurring on ImageNet 100 images (val) Source: [Gaussian Deblurring on ImageNet 100 images (val)]() Collection index: [llms.txt]() Data updated: 2026-05-28T08:30:56.426Z Evaluation of image deblurring performance using a Gaussian degradation model on the specific validation subset of 100 images derived from ImageNet, measured using PSNR, SSIM, LPIPS, and Residual error. 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 | Gaussian Deblurring | | Dataset (including any stated split) | ImageNet 100 images (val) | | Metric | 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 - [PSNR](): Higher is better; unit: SCALAR. - [SSIM](): Higher is better; unit: SCALAR. - [LPIPS](): Lower is better; unit: SCALAR. - [Residual Error](): Lower is better; unit: SCALAR. - [Run-time (s)](): Lower is better; unit: TIME. ## Recorded results | Method | PSNR | Result date | Report paper | | --- | --- | --- | --- | | SITCOM | 26.741 | Not recorded | 6a17cbf8dbd7150506f811bc | | CLAMP | 26.388 | Not recorded | 6a17cbf8dbd7150506f811bc | | DAPS | 25.932 | Not recorded | 6a17cbf8dbd7150506f811bc | | DAPS | 25.9 | Not recorded | 68fa78b61e209131cea79f57 | | DMPlug | 24.082 | Not recorded | 6a17cbf8dbd7150506f811bc | | DCDP | 23.499 | Not recorded | 6a17cbf8dbd7150506f811bc | | DDiff | 22.29 | Not recorded | 68fa78b61e209131cea79f57 | ### SITCOM PSNR: 26.741. Result ID: 6a17fd26fbc373592c11b349. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Implementation setting":"pixel setting"}. This record does not assert independent reproduction. ### CLAMP PSNR: 26.388. Result ID: 6a17fd26fbc373592c11b347. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Implementation setting":"pixel setting"}. This record does not assert independent reproduction. ### DAPS PSNR: 25.932. Result ID: 6a17fd26fbc373592c11b348. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Implementation setting":"pixel setting"}. This record does not assert independent reproduction. ### DAPS PSNR: 25.9. Result ID: 6a06c43747f34ce924edd033. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DMPlug PSNR: 24.082. Result ID: 6a17fd26fbc373592c11b34a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Implementation setting":"pixel setting"}. This record does not assert independent reproduction. ### DCDP PSNR: 23.499. Result ID: 6a17fd26fbc373592c11b34b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Implementation setting":"pixel setting"}. This record does not assert independent reproduction. ### DDiff PSNR: 22.29. Result ID: 6a06c43747f34ce924edd032. [Reporting paper]() [Method origin paper]() 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.