# Watermark Extraction on SD2.1 SDP 1k prompts

Source: [Watermark Extraction on SD2.1 SDP 1k prompts](<https://www.sota2.com/research/sota/watermark-extraction-on-sd2-1-sdp-1k-prompts>)

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

Data updated: 2026-02-26T06:05:59.166Z

Evaluation of Watermark Extraction performance on the SD2.1 SDP 1k prompts dataset, reporting metrics related to True Positive Rate (TPR) under clean and adversarial conditions, Bit Accuracy, and Payload Rate.

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) | SD2.1 SDP 1k prompts |
| Metric | TPR @ FPR=1e-6 (Clean) |
| Unit | SCALAR |
| 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

- [TPR @ FPR=1e-6 (Clean)](<https://www.sota2.com/research/sota/watermark-extraction-on-sd2-1-sdp-1k-prompts.md?metric=TPR%20%40%20FPR%3D1e-6%20(Clean)>): Higher is better; unit: SCALAR.

- [TPR @ FPR=1e-6 (Adv.)](<https://www.sota2.com/research/sota/watermark-extraction-on-sd2-1-sdp-1k-prompts.md?metric=TPR%20%40%20FPR%3D1e-6%20(Adv.)>): Higher is better; unit: SCALAR.

- [Bit Accuracy (Clean)](<https://www.sota2.com/research/sota/watermark-extraction-on-sd2-1-sdp-1k-prompts.md?metric=Bit%20Accuracy%20(Clean)>): Higher is better; unit: SCALAR.

- [Bit Accuracy (Adv.)](<https://www.sota2.com/research/sota/watermark-extraction-on-sd2-1-sdp-1k-prompts.md?metric=Bit%20Accuracy%20(Adv.)>): Higher is better; unit: SCALAR.

- [Payload Rate](<https://www.sota2.com/research/sota/watermark-extraction-on-sd2-1-sdp-1k-prompts.md?metric=Payload%20Rate>): Higher is better; unit: PERCENT.

## Recorded results

| Method | TPR @ FPR=1e-6 (Clean) | Result date | Report paper |
| --- | --- | --- | --- |
| GS | 1 | Not recorded | 698c0d4cc97a0b3e3b5e1304 |
| GS | 1 | Not recorded | 698c0d4cc97a0b3e3b5e1304 |
| GS | 1 | Not recorded | 698c0d4cc97a0b3e3b5e1304 |
| GS | 1 | Not recorded | 698c0d4cc97a0b3e3b5e1304 |
| OSI | 1 | Not recorded | 698c0d4cc97a0b3e3b5e1304 |
| OSI | 1 | Not recorded | 698c0d4cc97a0b3e3b5e1304 |
| OSI | 1 | Not recorded | 698c0d4cc97a0b3e3b5e1304 |
| OSI | 1 | Not recorded | 698c0d4cc97a0b3e3b5e1304 |

### GS

TPR @ FPR=1e-6 (Clean): 1. Result ID: 69971f7e5698665ec46da95d.

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

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

Recorded evaluation configuration: {"f\_hw":1,"FLOPs (T)":41.3,"A100 Time (s)":1.52}. This record does not assert independent reproduction.

### GS

TPR @ FPR=1e-6 (Clean): 1. Result ID: 69971f7e5698665ec46da95e.

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

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

Recorded evaluation configuration: {"f\_hw":2,"FLOPs (T)":41.3,"A100 Time (s)":1.52}. This record does not assert independent reproduction.

### GS

TPR @ FPR=1e-6 (Clean): 1. Result ID: 69971f7e5698665ec46da95f.

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

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

Recorded evaluation configuration: {"f\_hw":4,"FLOPs (T)":41.3,"A100 Time (s)":1.52}. This record does not assert independent reproduction.

### GS

TPR @ FPR=1e-6 (Clean): 1. Result ID: 69971f7e5698665ec46da960.

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

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

Recorded evaluation configuration: {"f\_hw":8,"FLOPs (T)":41.3,"A100 Time (s)":1.52}. This record does not assert independent reproduction.

### OSI

TPR @ FPR=1e-6 (Clean): 1. Result ID: 69971f7e5698665ec46da961.

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

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

Recorded evaluation configuration: {"f\_hw":1,"FLOPs (T)":1.92,"A100 Time (s)":0.06}. This record does not assert independent reproduction.

### OSI

TPR @ FPR=1e-6 (Clean): 1. Result ID: 69971f7e5698665ec46da962.

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

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

Recorded evaluation configuration: {"f\_hw":2,"FLOPs (T)":1.92,"A100 Time (s)":0.06}. This record does not assert independent reproduction.

### OSI

TPR @ FPR=1e-6 (Clean): 1. Result ID: 69971f7e5698665ec46da963.

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

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

Recorded evaluation configuration: {"f\_hw":4,"FLOPs (T)":1.92,"A100 Time (s)":0.06}. This record does not assert independent reproduction.

### OSI

TPR @ FPR=1e-6 (Clean): 1. Result ID: 69971f7e5698665ec46da964.

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

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

Recorded evaluation configuration: {"f\_hw":8,"FLOPs (T)":1.92,"A100 Time (s)":0.06}. This record does not assert independent reproduction.

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