# Continuous-risk assessment on SIA-Bench IPIGuard replay (test) Source: [Continuous-risk assessment on SIA-Bench IPIGuard replay (test)]() Collection index: [llms.txt]() Data updated: 2026-04-14T08:52:43.399Z Evaluation of model performance on the SIA-Bench IPIGuard replay test set, focusing on continuous risk assessment using metrics like 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 (test) | | 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](): Higher is better; unit: PERCENT. - [Recall@10%](): Higher is better; unit: PERCENT. ## Recorded results | Method | HR-AUPRC | Result date | Report paper | | --- | --- | --- | --- | | Static Denylist | 32.7 | Not recorded | 69ddca377d0172140ec79b88 | | IPIGuard | 15.2 | Not recorded | 69ddca377d0172140ec79b88 | ### Static Denylist HR-AUPRC: 32.7. Result ID: 69de005647f34ce924c58c9c. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### IPIGuard HR-AUPRC: 15.2. Result ID: 69de005647f34ce924c58c9b. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.