# Color Style Transfer on FHD 1920 x 1080

Source: [Color Style Transfer on FHD 1920 x 1080](<https://www.sota2.com/research/sota/color-style-transfer-on-fhd-1920-x-1080>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-02-26T05:47:09.763Z

Evaluation of Color Style Transfer performance using the FHD 1920 x 1080 dataset, focusing on hardware performance metrics like GPU Inference Time and Memory usage.

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 | Color Style Transfer |
| Dataset (including any stated split) | FHD 1920 x 1080 |
| Metric | Inference Time (s) |
| Unit | TIME |
| Direction | Lower is better |
| Results loaded | 6 of 6 |
| 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

- [Inference Time (s)](<https://www.sota2.com/research/sota/color-style-transfer-on-fhd-1920-x-1080.md?metric=Inference%20Time%20(s)>): Lower is better; unit: TIME.

- [GPU Memory (GB)](<https://www.sota2.com/research/sota/color-style-transfer-on-fhd-1920-x-1080.md?metric=GPU%20Memory%20(GB)>): Lower is better; unit: SIZE.

## Recorded results

| Method | Inference Time (s) | Result date | Report paper |
| --- | --- | --- | --- |
| Neural Preset | 0.013 | Not recorded | 68fa6ee51e209131cea42b7e |
| PhotoWCT2 | 0.291 | Not recorded | 68fa6ee51e209131cea42b7e |
| Deep Preset | 0.344 | Not recorded | 68fa6ee51e209131cea42b7e |
| WCT2 | 0.557 | Not recorded | 68fa6ee51e209131cea42b7e |
| PhotoNAS | 0.58 | Not recorded | 68fa6ee51e209131cea42b7e |
| PhotoWCT | 0.599 | Not recorded | 68fa6ee51e209131cea42b7e |

### Neural Preset

Inference Time (s): 0.013. Result ID: 69907b7d3a6c31484900e12d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ee51e209131cea42b7e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ee51e209131cea42b7e.md>)

[Implementation](<https://zhkkke.github.io/NeuralPreset>)

Recorded evaluation configuration: {"Number of Parameters":"5.15 M","Model precision":"Float32","Hardware":"Nvidia RTX3090 GPU (24GB memory)"}. This record does not assert independent reproduction.

### PhotoWCT2

Inference Time (s): 0.291. Result ID: 69907b7d3a6c31484900e12c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ee51e209131cea42b7e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b1a1e209131cea2c30a.md>)

Recorded evaluation configuration: {"Number of Parameters":"7.05 M","Model precision":"Float32","Hardware":"Nvidia RTX3090 GPU (24GB memory)"}. This record does not assert independent reproduction.

### Deep Preset

Inference Time (s): 0.344. Result ID: 69907b7d3a6c31484900e12b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ee51e209131cea42b7e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa690d1e209131cea1fc96.md>)

Recorded evaluation configuration: {"Number of Parameters":"267.77 M","Model precision":"Float32","Hardware":"Nvidia RTX3090 GPU (24GB memory)"}. This record does not assert independent reproduction.

### WCT2

Inference Time (s): 0.557. Result ID: 69907b7d3a6c31484900e129.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ee51e209131cea42b7e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa667a1e209131cea10714.md>)

Recorded evaluation configuration: {"Number of Parameters":"10.12 M","Model precision":"Float32","Hardware":"Nvidia RTX3090 GPU (24GB memory)"}. This record does not assert independent reproduction.

### PhotoNAS

Inference Time (s): 0.58. Result ID: 69907b7d3a6c31484900e12a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ee51e209131cea42b7e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67cd1e209131cea188a8.md>)

Recorded evaluation configuration: {"Number of Parameters":"40.24 M","Model precision":"Float32","Hardware":"Nvidia RTX3090 GPU (24GB memory)"}. This record does not assert independent reproduction.

### PhotoWCT

Inference Time (s): 0.599. Result ID: 69907b7d3a6c31484900e128.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ee51e209131cea42b7e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64a51e209131cea05d6e.md>)

Recorded evaluation configuration: {"Number of Parameters":"8.35 M","Model precision":"Float32","Hardware":"Nvidia RTX3090 GPU (24GB memory)"}. This record does not assert independent reproduction.

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