# High Dynamic Range Reconstruction on MS-COCO Source: [High Dynamic Range Reconstruction on MS-COCO]() Collection index: [llms.txt]() Data updated: 2026-05-28T10:32:28.285Z Evaluation of High Dynamic Range (HDR) Reconstruction performance on the MS-COCO dataset, measured using PSNR, SSIM, LPIPS, and FID. 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 (HDR) Reconstruction | | Dataset (including any stated split) | MS-COCO | | Metric | PSNR | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 10 of 10 | | 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. - [FID](): Lower is better; unit: SCALAR. ## Recorded results | Method | PSNR | Result date | Report paper | | --- | --- | --- | --- | | LMAP-RPS | 25.86 | Not recorded | 6a17cc57dbd7150506f8164c | | Latent-DCDP | 23.31 | Not recorded | 6a17cc57dbd7150506f8164c | | Latent-SITCOM | 23.26 | Not recorded | 6a17cc57dbd7150506f8164c | | LMAP-RPS | 23.06 | Not recorded | 6a17cc57dbd7150506f8164c | | Latent-DMAP | 22.93 | Not recorded | 6a17cc57dbd7150506f8164c | | Latent-DAPS | 22.81 | Not recorded | 6a17cc57dbd7150506f8164c | | Latent-DPS | 22.67 | Not recorded | 6a17cc57dbd7150506f8164c | | ReSample | 22.61 | Not recorded | 6a17cc57dbd7150506f8164c | | LDIR | 21.22 | Not recorded | 6a17cc57dbd7150506f8164c | | STSL | 20.45 | Not recorded | 6a17cc57dbd7150506f8164c | ### LMAP-RPS PSNR: 25.86. Result ID: 6a1818d9fbc373592c128bca. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"t0":"0"}. This record does not assert independent reproduction. ### Latent-DCDP PSNR: 23.31. Result ID: 6a1818d9fbc373592c128bc6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Latent-SITCOM PSNR: 23.26. Result ID: 6a1818d9fbc373592c128bc9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LMAP-RPS PSNR: 23.06. Result ID: 6a1818d9fbc373592c128bcb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"t0":"600"}. This record does not assert independent reproduction. ### Latent-DMAP PSNR: 22.93. Result ID: 6a1818d9fbc373592c128bc7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Latent-DAPS PSNR: 22.81. Result ID: 6a1818d9fbc373592c128bc8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Latent-DPS PSNR: 22.67. Result ID: 6a1818d9fbc373592c128bc2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ReSample PSNR: 22.61. Result ID: 6a1818d9fbc373592c128bc3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LDIR PSNR: 21.22. Result ID: 6a1818d9fbc373592c128bc5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### STSL PSNR: 20.45. Result ID: 6a1818d9fbc373592c128bc4. [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.