# Watermark Extraction on SDXL

Source: [Watermark Extraction on SDXL](<https://www.sota2.com/research/sota/watermark-extraction-on-sdxl>)

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

Data updated: 2026-02-26T05:39:22.439Z

Evaluation of Watermark Extraction performance on the SDXL model/dataset, reporting metrics for clean and adversarial extraction success rates, payload capacity, and computational cost (FLOPs).

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 | Watermark Extraction |
| Dataset (including any stated split) | SDXL |
| Metric | Clean Extraction Rate |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 8 of 8 |
| 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

- [Clean Extraction Rate](<https://www.sota2.com/research/sota/watermark-extraction-on-sdxl.md?metric=Clean%20Extraction%20Rate>): Higher is better; unit: PERCENT.

- [Adversarial Extraction Rate](<https://www.sota2.com/research/sota/watermark-extraction-on-sdxl.md?metric=Adversarial%20Extraction%20Rate>): Higher is better; unit: PERCENT.

- [Payload Capacity Rate](<https://www.sota2.com/research/sota/watermark-extraction-on-sdxl.md?metric=Payload%20Capacity%20Rate>): Higher is better; unit: PERCENT.

- [FLOPs (T)](<https://www.sota2.com/research/sota/watermark-extraction-on-sdxl.md?metric=FLOPs%20(T)>): Lower is better; unit: OTHER.

## Recorded results

| Method | Clean Extraction Rate | Result date | Report paper |
| --- | --- | --- | --- |
| OSI | 100 | Not recorded | 698c0d4cc97a0b3e3b5e1304 |
| GS | 99.99 | Not recorded | 698c0d4cc97a0b3e3b5e1304 |
| OSI | 99.63 | Not recorded | 698c0d4cc97a0b3e3b5e1304 |
| GS | 98.94 | Not recorded | 698c0d4cc97a0b3e3b5e1304 |
| OSI | 91.85 | Not recorded | 698c0d4cc97a0b3e3b5e1304 |
| GS | 87.89 | Not recorded | 698c0d4cc97a0b3e3b5e1304 |
| OSI | 82.76 | Not recorded | 698c0d4cc97a0b3e3b5e1304 |
| GS | 78.45 | Not recorded | 698c0d4cc97a0b3e3b5e1304 |

### OSI

Clean Extraction Rate: 100. Result ID: 69971f7e5698665ec46da974.

[Reporting paper](<https://www.sota2.com/research/paper/698c0d4cc97a0b3e3b5e1304.md>)

[Method origin paper](<https://www.sota2.com/research/paper/698c0d4cc97a0b3e3b5e1304.md>)

Recorded evaluation configuration: {"fhw":8}. This record does not assert independent reproduction.

### GS

Clean Extraction Rate: 99.99. Result ID: 69971f7e5698665ec46da970.

[Reporting paper](<https://www.sota2.com/research/paper/698c0d4cc97a0b3e3b5e1304.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73131e209131cea5a4a6.md>)

Recorded evaluation configuration: {"fhw":8}. This record does not assert independent reproduction.

### OSI

Clean Extraction Rate: 99.63. Result ID: 69971f7e5698665ec46da973.

[Reporting paper](<https://www.sota2.com/research/paper/698c0d4cc97a0b3e3b5e1304.md>)

[Method origin paper](<https://www.sota2.com/research/paper/698c0d4cc97a0b3e3b5e1304.md>)

Recorded evaluation configuration: {"fhw":4}. This record does not assert independent reproduction.

### GS

Clean Extraction Rate: 98.94. Result ID: 69971f7e5698665ec46da96f.

[Reporting paper](<https://www.sota2.com/research/paper/698c0d4cc97a0b3e3b5e1304.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73131e209131cea5a4a6.md>)

Recorded evaluation configuration: {"fhw":4}. This record does not assert independent reproduction.

### OSI

Clean Extraction Rate: 91.85. Result ID: 69971f7e5698665ec46da972.

[Reporting paper](<https://www.sota2.com/research/paper/698c0d4cc97a0b3e3b5e1304.md>)

[Method origin paper](<https://www.sota2.com/research/paper/698c0d4cc97a0b3e3b5e1304.md>)

Recorded evaluation configuration: {"fhw":2}. This record does not assert independent reproduction.

### GS

Clean Extraction Rate: 87.89. Result ID: 69971f7e5698665ec46da96e.

[Reporting paper](<https://www.sota2.com/research/paper/698c0d4cc97a0b3e3b5e1304.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73131e209131cea5a4a6.md>)

Recorded evaluation configuration: {"fhw":2}. This record does not assert independent reproduction.

### OSI

Clean Extraction Rate: 82.76. Result ID: 69971f7e5698665ec46da971.

[Reporting paper](<https://www.sota2.com/research/paper/698c0d4cc97a0b3e3b5e1304.md>)

[Method origin paper](<https://www.sota2.com/research/paper/698c0d4cc97a0b3e3b5e1304.md>)

Recorded evaluation configuration: {"fhw":1}. This record does not assert independent reproduction.

### GS

Clean Extraction Rate: 78.45. Result ID: 69971f7e5698665ec46da96d.

[Reporting paper](<https://www.sota2.com/research/paper/698c0d4cc97a0b3e3b5e1304.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73131e209131cea5a4a6.md>)

Recorded evaluation configuration: {"fhw":1}. This record does not assert independent reproduction.

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