# Image Editing on Car-fake-edit

Source: [Image Editing on Car-fake-edit](<https://www.sota2.com/research/sota/image-editing-on-car-fake-edit>)

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

Data updated: 2026-02-26T05:38:48.948Z

Evaluation of Image Editing performance on the Car-fake-edit dataset, reporting CS and CDS metrics.

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 Editing |
| Dataset (including any stated split) | Car-fake-edit |
| Metric | CS |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 2 of 2 |
| 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

- [CS](<https://www.sota2.com/research/sota/image-editing-on-car-fake-edit.md?metric=CS>): Higher is better; unit: PERCENT.

- [CDS](<https://www.sota2.com/research/sota/image-editing-on-car-fake-edit.md?metric=CDS>): Higher is better; unit: SCALAR.

## Recorded results

| Method | CS | Result date | Report paper |
| --- | --- | --- | --- |
| Free-Prompt-Editing | 26.02 | Not recorded | 68fa72621e209131cea561c6 |
| P2P | 25.96 | Not recorded | 68fa72621e209131cea561c6 |

### Free-Prompt-Editing

CS: 26.02. Result ID: 69921d9b3a6c3148490cacb5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72621e209131cea561c6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72621e209131cea561c6.md>)

[Implementation](<https://github.com/alibaba/EasyNLP/tree/master/diffusion/FreePromptEditing>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### P2P

CS: 25.96. Result ID: 69921d9b3a6c3148490cacb4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72621e209131cea561c6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d2d1e209131cea3819a.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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