# Diffusion Model Watermarking on MS-COCO and SDP Attacked (test)

Source: [Diffusion Model Watermarking on MS-COCO and SDP Attacked (test)](<https://www.sota2.com/research/sota/diffusion-model-watermarking-on-ms-coco-and-sdp-attacked-test>)

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

Data updated: 2026-03-11T08:49:51.714Z

Evaluation of Diffusion Model Watermarking detection performance on the MS-COCO dataset specifically subjected to SDP attacks, measured using True Positive Rate (TPR) and Bit Accuracy.

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 | Diffusion Model Watermarking |
| Dataset (including any stated split) | MS-COCO and SDP Attacked (test) |
| Metric | True Positive Rate (TPR) @ FPR=1e-6 |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 9 of 9 |
| 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

- [True Positive Rate (TPR) @ FPR=1e-6](<https://www.sota2.com/research/sota/diffusion-model-watermarking-on-ms-coco-and-sdp-attacked-test.md?metric=True%20Positive%20Rate%20(TPR)%20%40%20FPR%3D1e-6>): Higher is better; unit: PERCENT.

- [Bit Accuracy](<https://www.sota2.com/research/sota/diffusion-model-watermarking-on-ms-coco-and-sdp-attacked-test.md?metric=Bit%20Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | True Positive Rate (TPR) @ FPR=1e-6 | Result date | Report paper |
| --- | --- | --- | --- |
| ShapeMark | 99.9 | Not recorded | 69b0f72b2d603e6de3e45f53 |
| T2SMark | 99.8 | Not recorded | 69b0f72b2d603e6de3e45f53 |
| GS | 99.3 | Not recorded | 69b0f72b2d603e6de3e45f53 |
| TRW | 89.8 | Not recorded | 69b0f72b2d603e6de3e45f53 |
| PRCW | 58 | Not recorded | 69b0f72b2d603e6de3e45f53 |
| dwtDctSvd | 47.9 | Not recorded | 69b0f72b2d603e6de3e45f53 |
| RivaGAN | 42.9 | Not recorded | 69b0f72b2d603e6de3e45f53 |
| StableSig | 42.6 | Not recorded | 69b0f72b2d603e6de3e45f53 |
| dwtDct | 18.1 | Not recorded | 69b0f72b2d603e6de3e45f53 |

### ShapeMark

True Positive Rate (TPR) @ FPR=1e-6: 99.9. Result ID: 69b12caa6dbb7075b95babe4.

[Reporting paper](<https://www.sota2.com/research/paper/69b0f72b2d603e6de3e45f53.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b0f72b2d603e6de3e45f53.md>)

Recorded evaluation configuration: {"Backbone":"SD v2.1","Status":"Attacked"}. This record does not assert independent reproduction.

### T2SMark

True Positive Rate (TPR) @ FPR=1e-6: 99.8. Result ID: 69b12caa6dbb7075b95babe3.

[Reporting paper](<https://www.sota2.com/research/paper/69b0f72b2d603e6de3e45f53.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69004de33ef7ccd74e5e28b8.md>)

Recorded evaluation configuration: {"Backbone":"SD v2.1","Status":"Attacked"}. This record does not assert independent reproduction.

### GS

True Positive Rate (TPR) @ FPR=1e-6: 99.3. Result ID: 69b12caa6dbb7075b95babe1.

[Reporting paper](<https://www.sota2.com/research/paper/69b0f72b2d603e6de3e45f53.md>)

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

Recorded evaluation configuration: {"Backbone":"SD v2.1","Status":"Attacked"}. This record does not assert independent reproduction.

### TRW

True Positive Rate (TPR) @ FPR=1e-6: 89.8. Result ID: 69b12caa6dbb7075b95babe0.

[Reporting paper](<https://www.sota2.com/research/paper/69b0f72b2d603e6de3e45f53.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70001e209131cea4872a.md>)

Recorded evaluation configuration: {"Backbone":"SD v2.1","Status":"Attacked"}. This record does not assert independent reproduction.

### PRCW

True Positive Rate (TPR) @ FPR=1e-6: 58. Result ID: 69b12caa6dbb7075b95babe2.

[Reporting paper](<https://www.sota2.com/research/paper/69b0f72b2d603e6de3e45f53.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78351e209131cea77372.md>)

Recorded evaluation configuration: {"Backbone":"SD v2.1","Status":"Attacked"}. This record does not assert independent reproduction.

### dwtDctSvd

True Positive Rate (TPR) @ FPR=1e-6: 47.9. Result ID: 69b12caa6dbb7075b95babdd.

[Reporting paper](<https://www.sota2.com/research/paper/69b0f72b2d603e6de3e45f53.md>)

Recorded evaluation configuration: {"Backbone":"SD v2.1","Status":"Attacked"}. This record does not assert independent reproduction.

### RivaGAN

True Positive Rate (TPR) @ FPR=1e-6: 42.9. Result ID: 69b12caa6dbb7075b95babde.

[Reporting paper](<https://www.sota2.com/research/paper/69b0f72b2d603e6de3e45f53.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66581e209131cea0faaa.md>)

Recorded evaluation configuration: {"Backbone":"SD v2.1","Status":"Attacked"}. This record does not assert independent reproduction.

### StableSig

True Positive Rate (TPR) @ FPR=1e-6: 42.6. Result ID: 69b12caa6dbb7075b95babdf.

[Reporting paper](<https://www.sota2.com/research/paper/69b0f72b2d603e6de3e45f53.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70271e209131cea496f1.md>)

Recorded evaluation configuration: {"Backbone":"SD v2.1","Status":"Attacked"}. This record does not assert independent reproduction.

### dwtDct

True Positive Rate (TPR) @ FPR=1e-6: 18.1. Result ID: 69b12caa6dbb7075b95babdc.

[Reporting paper](<https://www.sota2.com/research/paper/69b0f72b2d603e6de3e45f53.md>)

Recorded evaluation configuration: {"Backbone":"SD v2.1","Status":"Attacked"}. This record does not assert independent reproduction.

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