# Image Color Style Transfer on Luan et al. (test) Source: [Image Color Style Transfer on Luan et al. (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:38:44.915Z Evaluation of Image Color Style Transfer performance measured by CPU Inference Time on the Luan et al. test set. 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 | Image Color Style Transfer | | Dataset (including any stated split) | Luan et al. (test) | | Metric | CPU Inference Time (s) | | Unit | TIME | | Direction | Lower is better | | Results loaded | 15 of 15 | | 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 - [CPU Inference Time (s)](): Lower is better; unit: TIME. ## Recorded results | Method | CPU Inference Time (s) | Result date | Report paper | | --- | --- | --- | --- | | Neural Preset | 0.215 | Not recorded | 68fa6ee51e209131cea42b7e | | Neural Preset | 0.346 | Not recorded | 68fa6ee51e209131cea42b7e | | Neural Preset | 0.686 | Not recorded | 68fa6ee51e209131cea42b7e | | Neural Preset | 2.29 | Not recorded | 68fa6ee51e209131cea42b7e | | PhotoWCT2 | 3.111 | Not recorded | 68fa6ee51e209131cea42b7e | | PhotoWCT2 | 4.588 | Not recorded | 68fa6ee51e209131cea42b7e | | PhotoNAS | 14.227 | Not recorded | 68fa6ee51e209131cea42b7e | | Deep Preset | 14.354 | Not recorded | 68fa6ee51e209131cea42b7e | | PhotoWCT | 14.591 | Not recorded | 68fa6ee51e209131cea42b7e | | WCT2 | 24.204 | Not recorded | 68fa6ee51e209131cea42b7e | | PhotoNAS | 24.826 | Not recorded | 68fa6ee51e209131cea42b7e | | Deep Preset | 25.173 | Not recorded | 68fa6ee51e209131cea42b7e | | PhotoWCT | 25.686 | Not recorded | 68fa6ee51e209131cea42b7e | | WCT2 | 42.669 | Not recorded | 68fa6ee51e209131cea42b7e | | Deep Preset | 58.03 | Not recorded | 68fa6ee51e209131cea42b7e | ### Neural Preset CPU Inference Time (s): 0.215. Result ID: 69907b7d3a6c31484900e11d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Resolution":"FHD (1920 × 1080)","Hardware":"Intel i9-11900KF CPU","Precision":"Float32"}. This record does not assert independent reproduction. ### Neural Preset CPU Inference Time (s): 0.346. Result ID: 69907b7d3a6c31484900e11e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Resolution":"2K (2560 x 1440)","Hardware":"Intel i9-11900KF CPU","Precision":"Float32"}. This record does not assert independent reproduction. ### Neural Preset CPU Inference Time (s): 0.686. Result ID: 69907b7d3a6c31484900e11f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Resolution":"4K (3840 x 2160)","Hardware":"Intel i9-11900KF CPU","Precision":"Float32"}. This record does not assert independent reproduction. ### Neural Preset CPU Inference Time (s): 2.29. Result ID: 69907b7d3a6c31484900e120. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Resolution":"8K (7680 × 4320)","Hardware":"Intel i9-11900KF CPU","Precision":"Float32"}. This record does not assert independent reproduction. ### PhotoWCT2 CPU Inference Time (s): 3.111. Result ID: 69907b7d3a6c31484900e11b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Resolution":"FHD (1920 × 1080)","Hardware":"Intel i9-11900KF CPU","Precision":"Float32"}. This record does not assert independent reproduction. ### PhotoWCT2 CPU Inference Time (s): 4.588. Result ID: 69907b7d3a6c31484900e11c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Resolution":"2K (2560 x 1440)","Hardware":"Intel i9-11900KF CPU","Precision":"Float32"}. This record does not assert independent reproduction. ### PhotoNAS CPU Inference Time (s): 14.227. Result ID: 69907b7d3a6c31484900e116. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Resolution":"FHD (1920 × 1080)","Hardware":"Intel i9-11900KF CPU","Precision":"Float32"}. This record does not assert independent reproduction. ### Deep Preset CPU Inference Time (s): 14.354. Result ID: 69907b7d3a6c31484900e118. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Resolution":"FHD (1920 × 1080)","Hardware":"Intel i9-11900KF CPU","Precision":"Float32"}. This record does not assert independent reproduction. ### PhotoWCT CPU Inference Time (s): 14.591. Result ID: 69907b7d3a6c31484900e112. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Resolution":"FHD (1920 × 1080)","Hardware":"Intel i9-11900KF CPU","Precision":"Float32"}. This record does not assert independent reproduction. ### WCT2 CPU Inference Time (s): 24.204. Result ID: 69907b7d3a6c31484900e114. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Resolution":"FHD (1920 × 1080)","Hardware":"Intel i9-11900KF CPU","Precision":"Float32"}. This record does not assert independent reproduction. ### PhotoNAS CPU Inference Time (s): 24.826. Result ID: 69907b7d3a6c31484900e117. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Resolution":"2K (2560 x 1440)","Hardware":"Intel i9-11900KF CPU","Precision":"Float32"}. This record does not assert independent reproduction. ### Deep Preset CPU Inference Time (s): 25.173. Result ID: 69907b7d3a6c31484900e119. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Resolution":"2K (2560 x 1440)","Hardware":"Intel i9-11900KF CPU","Precision":"Float32"}. This record does not assert independent reproduction. ### PhotoWCT CPU Inference Time (s): 25.686. Result ID: 69907b7d3a6c31484900e113. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Resolution":"2K (2560 x 1440)","Hardware":"Intel i9-11900KF CPU","Precision":"Float32"}. This record does not assert independent reproduction. ### WCT2 CPU Inference Time (s): 42.669. Result ID: 69907b7d3a6c31484900e115. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Resolution":"2K (2560 x 1440)","Hardware":"Intel i9-11900KF CPU","Precision":"Float32"}. This record does not assert independent reproduction. ### Deep Preset CPU Inference Time (s): 58.03. Result ID: 69907b7d3a6c31484900e11a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Resolution":"4K (3840 x 2160)","Hardware":"Intel i9-11900KF CPU","Precision":"Float32"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.