# Semantic Watermark Detection on CelebA-HQ protected DreamBooth-generated

Source: [Semantic Watermark Detection on CelebA-HQ protected DreamBooth-generated](<https://www.sota2.com/research/sota/semantic-watermark-detection-on-celeba-hq-protected-dreambooth-generated>)

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

Data updated: 2026-06-11T06:55:00.020Z

Evaluation of the ability to detect semantic watermarks embedded within images generated using the DreamBooth technique applied to the CelebA-HQ dataset.

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 | Semantic Watermark Detection |
| Dataset (including any stated split) | CelebA-HQ protected DreamBooth-generated |
| Metric | Detection Percentage |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 1 of 1 |
| 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

- [Detection Percentage](<https://www.sota2.com/research/sota/semantic-watermark-detection-on-celeba-hq-protected-dreambooth-generated.md?metric=Detection%20Percentage>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Detection Percentage | Result date | Report paper |
| --- | --- | --- | --- |
| DIAGNOSIS | 17.24 | Not recorded | 6a28f33f90966ade919c1717 |

### DIAGNOSIS

Detection Percentage: 17.24. Result ID: 6a2a5b02fbc373592c26dd07.

[Reporting paper](<https://www.sota2.com/research/paper/6a28f33f90966ade919c1717.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72ce1e209131cea589b2.md>)

Recorded evaluation configuration: {"Model":"DreamBooth","Fine-tuning images":"5 per group","Protection":"DIAGNOSIS"}. This record does not assert independent reproduction.

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