# Continuous-risk assessment on SIA-Bench IPIGuard replay (ood)

Source: [Continuous-risk assessment on SIA-Bench IPIGuard replay (ood)](<https://www.sota2.com/research/sota/continuous-risk-assessment-on-sia-bench-ipiguard-replay-ood>)

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

Data updated: 2026-04-14T08:52:43.419Z

Evaluation of model performance on the SIA-Bench IPIGuard replay (ood) dataset for continuous risk assessment, reporting metrics such as HR-AUPRC and Recall@10%.

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 | Continuous-risk assessment |
| Dataset (including any stated split) | SIA-Bench IPIGuard replay (ood) |
| Metric | HR-AUPRC |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 2 of 2 |
| 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

- [HR-AUPRC](<https://www.sota2.com/research/sota/continuous-risk-assessment-on-sia-bench-ipiguard-replay-ood.md?metric=HR-AUPRC>): Higher is better; unit: PERCENT.

- [Recall@10%](<https://www.sota2.com/research/sota/continuous-risk-assessment-on-sia-bench-ipiguard-replay-ood.md?metric=Recall%4010%25>): Higher is better; unit: PERCENT.

## Recorded results

| Method | HR-AUPRC | Result date | Report paper |
| --- | --- | --- | --- |
| Contextual Invocation Audit | 40.5 | Not recorded | 69ddca377d0172140ec79b88 |
| IPIGuard | 36.4 | Not recorded | 69ddca377d0172140ec79b88 |

### Contextual Invocation Audit

HR-AUPRC: 40.5. Result ID: 69de005647f34ce924c58c9e.

[Reporting paper](<https://www.sota2.com/research/paper/69ddca377d0172140ec79b88.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69ddca377d0172140ec79b88.md>)

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

### IPIGuard

HR-AUPRC: 36.4. Result ID: 69de005647f34ce924c58c9d.

[Reporting paper](<https://www.sota2.com/research/paper/69ddca377d0172140ec79b88.md>)

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

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