# Color Style Transfer on 2K 2560 x 1440

Source: [Color Style Transfer on 2K 2560 x 1440](<https://www.sota2.com/research/sota/color-style-transfer-on-2k-2560-x-1440>)

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

Data updated: 2026-02-26T05:47:08.089Z

Evaluation of Color Style Transfer performance on the 2K 2560 x 1440 dataset, focusing on 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) | 2K 2560 x 1440 |
| Metric | Inference Time |
| Unit | TIME |
| Direction | Lower is better |
| Results loaded | 5 of 5 |
| 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](<https://www.sota2.com/research/sota/color-style-transfer-on-2k-2560-x-1440.md?metric=Inference%20Time>): Lower is better; unit: TIME.

- [GPU Memory Usage](<https://www.sota2.com/research/sota/color-style-transfer-on-2k-2560-x-1440.md?metric=GPU%20Memory%20Usage>): Lower is better; unit: SIZE.

## Recorded results

| Method | Inference Time | Result date | Report paper |
| --- | --- | --- | --- |
| Neural Preset | 0.016 | Not recorded | 68fa6ee51e209131cea42b7e |
| PhotoWCT2 | 0.447 | Not recorded | 68fa6ee51e209131cea42b7e |
| Deep Preset | 0.459 | Not recorded | 68fa6ee51e209131cea42b7e |
| PhotoNAS | 0.988 | Not recorded | 68fa6ee51e209131cea42b7e |
| PhotoWCT | 1.002 | Not recorded | 68fa6ee51e209131cea42b7e |

### Neural Preset

Inference Time: 0.016. Result ID: 69907b7d3a6c31484900e132.

[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: 0.447. Result ID: 69907b7d3a6c31484900e131.

[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: 0.459. Result ID: 69907b7d3a6c31484900e130.

[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.

### PhotoNAS

Inference Time: 0.988. Result ID: 69907b7d3a6c31484900e12f.

[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: 1.002. Result ID: 69907b7d3a6c31484900e12e.

[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.

Page 1 of 1. This is an index page, not the full collection.