# Prompt Watermarking Verification on ImageNet Domain Generalization (Target)

Source: [Prompt Watermarking Verification on ImageNet Domain Generalization (Target)](<https://www.sota2.com/research/sota/prompt-watermarking-verification-on-imagenet-domain-generalization-target>)

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

Data updated: 2026-05-27T09:40:57.085Z

Evaluation of prompt watermarking verification performance across various ImageNet domain shifts (including ImageNet-V2, ImageNet-S, ImageNet-A, and ImageNet-R), measured using the Watermark Success Rate (WSR) metric.

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 | Prompt Watermarking Verification |
| Dataset (including any stated split) | ImageNet Domain Generalization (Target) |
| Metric | WSR (ImageNet) |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 3 of 3 |
| 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

- [WSR (ImageNet)](<https://www.sota2.com/research/sota/prompt-watermarking-verification-on-imagenet-domain-generalization-target.md?metric=WSR%20(ImageNet)>): Higher is better; unit: PERCENT.

- [WSR (ImageNet-V2)](<https://www.sota2.com/research/sota/prompt-watermarking-verification-on-imagenet-domain-generalization-target.md?metric=WSR%20(ImageNet-V2)>): Higher is better; unit: PERCENT.

- [WSR (ImageNet-S)](<https://www.sota2.com/research/sota/prompt-watermarking-verification-on-imagenet-domain-generalization-target.md?metric=WSR%20(ImageNet-S)>): Higher is better; unit: PERCENT.

- [WSR (ImageNet-A)](<https://www.sota2.com/research/sota/prompt-watermarking-verification-on-imagenet-domain-generalization-target.md?metric=WSR%20(ImageNet-A)>): Higher is better; unit: PERCENT.

- [WSR (ImageNet-R)](<https://www.sota2.com/research/sota/prompt-watermarking-verification-on-imagenet-domain-generalization-target.md?metric=WSR%20(ImageNet-R)>): Higher is better; unit: PERCENT.

- [WSR (Average)](<https://www.sota2.com/research/sota/prompt-watermarking-verification-on-imagenet-domain-generalization-target.md?metric=WSR%20(Average)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | WSR (ImageNet) | Result date | Report paper |
| --- | --- | --- | --- |
| Co-CoOp | 99.99 | Not recorded | 691171802828b7cc6937d58d |
| MaPLe | 99.99 | Not recorded | 691171802828b7cc6937d58d |
| PromptSRC | 99.98 | Not recorded | 691171802828b7cc6937d58d |

### Co-CoOp

WSR (ImageNet): 99.99. Result ID: 6a16bb50fbc373592c103e85.

[Reporting paper](<https://www.sota2.com/research/paper/691171802828b7cc6937d58d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/691171802828b7cc6937d58d.md>)

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

### MaPLe

WSR (ImageNet): 99.99. Result ID: 6a16bb50fbc373592c103e86.

[Reporting paper](<https://www.sota2.com/research/paper/691171802828b7cc6937d58d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/691171802828b7cc6937d58d.md>)

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

### PromptSRC

WSR (ImageNet): 99.98. Result ID: 6a16bb50fbc373592c103e87.

[Reporting paper](<https://www.sota2.com/research/paper/691171802828b7cc6937d58d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/691171802828b7cc6937d58d.md>)

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

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