# HDR on ImageNet 256 Source: [HDR on ImageNet 256]() Collection index: [llms.txt]() Data updated: 2026-05-22T06:55:52.266Z Evaluation of High Dynamic Range (HDR) processing performance on the ImageNet 256 subset, measured using latency (Time (s)), 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 | HDR | | Dataset (including any stated split) | ImageNet 256 | | Metric | Latency (s) | | Unit | TIME | | Direction | Lower 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 - [Latency (s)](): Lower is better; unit: TIME. - [LPIPS](): Lower is better; unit: SCALAR. - [FID](): Lower is better; unit: SCALAR. ## Recorded results | Method | Latency (s) | Result date | Report paper | | --- | --- | --- | --- | | RED-Diff | 0.7 | Not recorded | 6a0fe2ebf984739ed6739c1c | | HyperNoise | 1.3 | Not recorded | 6a0fe2ebf984739ed6739c1c | | AHVP | 1.3 | Not recorded | 6a0fe2ebf984739ed6739c1c | | NDTM | 5.8 | Not recorded | 6a0fe2ebf984739ed6739c1c | | SHVP | 5.8 | Not recorded | 6a0fe2ebf984739ed6739c1c | | DAPS | 30.9 | Not recorded | 6a0fe2ebf984739ed6739c1c | | DPS | 46.7 | Not recorded | 6a0fe2ebf984739ed6739c1c | ### RED-Diff Latency (s): 0.7. Result ID: 6a0ffda5fbc373592c085b03. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### HyperNoise Latency (s): 1.3. Result ID: 6a0ffda5fbc373592c085b05. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### AHVP Latency (s): 1.3. Result ID: 6a0ffda5fbc373592c085b06. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### NDTM Latency (s): 5.8. Result ID: 6a0ffda5fbc373592c085b02. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SHVP Latency (s): 5.8. Result ID: 6a0ffda5fbc373592c085b07. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DAPS Latency (s): 30.9. Result ID: 6a0ffda5fbc373592c085b01. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DPS Latency (s): 46.7. Result ID: 6a0ffda5fbc373592c085b04. [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.