# Motion Deblurring on ImageNet (PSNR, LPIPS, FID, P-FID) Source: [Motion Deblurring on ImageNet (PSNR, LPIPS, FID, P-FID)]() Collection index: [llms.txt]() Data updated: 2026-05-19T13:53:22.212Z Evaluation of motion deblurring performance on the ImageNet dataset, specifically reporting PSNR, LPIPS, FID, and P-FID metrics. 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 | Motion Deblur | | Dataset (including any stated split) | ImageNet | | Metric | PSNR | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 34 of 34 | | 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. - [LPIPS](): Lower is better; unit: SCALAR. - [FID](): Lower is better; unit: SCALAR. - [P-FID](): Lower is better; unit: SCALAR. ## Recorded results | Method | PSNR | Result date | Report paper | | --- | --- | --- | --- | | G&G | 26.9 | Not recorded | 69afa5912d603e6de3e43b71 | | RED-DIFF | 25.5 | Not recorded | 69afa5912d603e6de3e43b71 | | DPIR + Fast ProxiMAP | 25.5 | Not recorded | 6a0bee86dbc836b87d82c35e | | DPIR + ProxiMAP | 25.4 | Not recorded | 6a0bee86dbc836b87d82c35e | | DPIR | 25.2 | Not recorded | 6a0bee86dbc836b87d82c35e | | DiffPIR + Fast ProxiMAP | 25.2 | Not recorded | 6a0bee86dbc836b87d82c35e | | DiffPIR + ProxiMAP | 25.1 | Not recorded | 6a0bee86dbc836b87d82c35e | | MCLC | 24.94 | Not recorded | 69608b6753fdd5c3617441e9 | | MCLC | 24.79 | Not recorded | 69608b6753fdd5c3617441e9 | | DAPS | 24.7 | Not recorded | 69afa5912d603e6de3e43b71 | | DAPS + ProxiMAP | 24.7 | Not recorded | 6a0bee86dbc836b87d82c35e | | DiffStateGrad | 24.6 | Not recorded | 69608b6753fdd5c3617441e9 | | SITCOM | 24.6 | Not recorded | 6a0bee86dbc836b87d82c35e | | PSLD | 24.54 | Not recorded | 69608b6753fdd5c3617441e9 | | DAPS | 24.4 | Not recorded | 6a0bee86dbc836b87d82c35e | | DiffPIR | 24.3 | Not recorded | 6a0bee86dbc836b87d82c35e | | DiffStateGrad | 24.08 | Not recorded | 69608b6753fdd5c3617441e9 | | REDDiff | 24 | Not recorded | 6a0bee86dbc836b87d82c35e | | LDPS | 23.93 | Not recorded | 69608b6753fdd5c3617441e9 | | PnPFlow | 23.7 | Not recorded | 6a0bee86dbc836b87d82c35e | | DPS | 23.7 | Not recorded | 6a0bee86dbc836b87d82c35e | | PNP-DM | 23.4 | Not recorded | 69afa5912d603e6de3e43b71 | | MCLC | 23.31 | Not recorded | 69608b6753fdd5c3617441e9 | | DiffStateGrad | 23.11 | Not recorded | 69608b6753fdd5c3617441e9 | | LatentDAPS | 23.06 | Not recorded | 69608b6753fdd5c3617441e9 | | MCLC | 22.33 | Not recorded | 69608b6753fdd5c3617441e9 | | DiffStateGrad | 21.58 | Not recorded | 69608b6753fdd5c3617441e9 | | ReSample | 21.42 | Not recorded | 69608b6753fdd5c3617441e9 | | DPS | 20.4 | Not recorded | 69afa5912d603e6de3e43b71 | ### G&G PSNR: 26.9. Result ID: 69affd416dbb7075b95958cd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Memory (MB)":"4991","Run time (sec)":"83"}. This record does not assert independent reproduction. ### RED-DIFF PSNR: 25.5. Result ID: 69affd416dbb7075b95958cf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Memory (MB)":"4995","Run time (sec)":"165"}. This record does not assert independent reproduction. ### DPIR + Fast ProxiMAP PSNR: 25.5. Result ID: 6a0c6b3cfbc373592c044ff2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"NFE":"27"}. This record does not assert independent reproduction. ### DPIR + ProxiMAP PSNR: 25.4. Result ID: 6a0c6b3cfbc373592c044ff1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"NFE":"160"}. This record does not assert independent reproduction. ### DPIR PSNR: 25.2. Result ID: 6a0c6b3cfbc373592c044ff0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"NFE":"20"}. This record does not assert independent reproduction. ### DiffPIR + Fast ProxiMAP PSNR: 25.2. Result ID: 6a0c6b3cfbc373592c044ff5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"NFE":"27"}. This record does not assert independent reproduction. ### DiffPIR + ProxiMAP PSNR: 25.1. Result ID: 6a0c6b3cfbc373592c044ff4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"NFE":"160"}. This record does not assert independent reproduction. ### MCLC PSNR: 24.94. Result ID: 6997d89c5698665ec430befb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Method":"PSLD"}. This record does not assert independent reproduction. ### MCLC PSNR: 24.79. Result ID: 6997d89c5698665ec430bef8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Method":"LDPS"}. This record does not assert independent reproduction. ### DAPS PSNR: 24.7. Result ID: 69affd416dbb7075b95958ce. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Memory (MB)":"4993","Run time (sec)":"219"}. This record does not assert independent reproduction. ### DAPS + ProxiMAP PSNR: 24.7. Result ID: 6a0c6b3cfbc373592c044ff7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"NFE":"1200"}. This record does not assert independent reproduction. ### DiffStateGrad PSNR: 24.6. Result ID: 6997d89c5698665ec430befa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Method":"PSLD"}. This record does not assert independent reproduction. ### SITCOM PSNR: 24.6. Result ID: 6a0c6b3cfbc373592c044ffa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"NFE":"800"}. This record does not assert independent reproduction. ### PSLD PSNR: 24.54. Result ID: 6997d89c5698665ec430bef9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Base Method":"PSLD"}. This record does not assert independent reproduction. ### DAPS PSNR: 24.4. Result ID: 6a0c6b3cfbc373592c044ff6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"NFE":"1200"}. This record does not assert independent reproduction. ### DiffPIR PSNR: 24.3. Result ID: 6a0c6b3cfbc373592c044ff3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"NFE":"20"}. This record does not assert independent reproduction. ### DiffStateGrad PSNR: 24.08. Result ID: 6997d89c5698665ec430bef7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Method":"LDPS"}. This record does not assert independent reproduction. ### REDDiff PSNR: 24. Result ID: 6a0c6b3cfbc373592c044ff9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"NFE":"1000"}. This record does not assert independent reproduction. ### LDPS PSNR: 23.93. Result ID: 6997d89c5698665ec430bef6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Method":"LDPS"}. This record does not assert independent reproduction. ### PnPFlow PSNR: 23.7. Result ID: 6a0c6b3cfbc373592c044ff8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"NFE":"500"}. This record does not assert independent reproduction. ### DPS PSNR: 23.7. Result ID: 6a0c6b3cfbc373592c044ffb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"NFE":"2000"}. This record does not assert independent reproduction. ### PNP-DM PSNR: 23.4. Result ID: 69affd416dbb7075b95958d0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Memory (MB)":"4993","Run time (sec)":"636"}. This record does not assert independent reproduction. ### MCLC PSNR: 23.31. Result ID: 6997d89c5698665ec430bf01. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Method":"LatentDAPS"}. This record does not assert independent reproduction. ### DiffStateGrad PSNR: 23.11. Result ID: 6997d89c5698665ec430bf00. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Method":"LatentDAPS"}. This record does not assert independent reproduction. ### LatentDAPS PSNR: 23.06. Result ID: 6997d89c5698665ec430beff. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Method":"LatentDAPS"}. This record does not assert independent reproduction. ### MCLC PSNR: 22.33. Result ID: 6997d89c5698665ec430befe. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Method":"ReSample"}. This record does not assert independent reproduction. ### DiffStateGrad PSNR: 21.58. Result ID: 6997d89c5698665ec430befd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Method":"ReSample"}. This record does not assert independent reproduction. ### ReSample PSNR: 21.42. Result ID: 6997d89c5698665ec430befc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Method":"ReSample"}. This record does not assert independent reproduction. ### DPS PSNR: 20.4. Result ID: 69affd416dbb7075b95958d1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Memory (MB)":"8701","Run time (sec)":"360"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.