# Safety Detection on XSafety Source: [Safety Detection on XSafety]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:03:38.855Z Evaluation of model performance on Safety Detection using the XSafety dataset, reporting results across multiple languages (German, English, Spanish, French, Hindi, Japanese, Russian, Chinese, Arabic). 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 | Safety Detection | | Dataset (including any stated split) | XSafety | | Metric | Safety Score (De) | | Unit | PERCENT | | 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 - [Safety Score (De)](): Higher is better; unit: PERCENT. - [Safety Score (En)](): Higher is better; unit: PERCENT. - [Safety Score (Es)](): Higher is better; unit: PERCENT. - [Safety Score (Fr)](): Higher is better; unit: PERCENT. - [Safety Score (Hi)](): Higher is better; unit: PERCENT. - [Safety Score (Ja)](): Higher is better; unit: PERCENT. - [Safety Score (Ru)](): Higher is better; unit: PERCENT. - [Safety Score (Zh)](): Higher is better; unit: PERCENT. - [Safety Score (Ar)](): Higher is better; unit: PERCENT. ## Recorded results | Method | Safety Score (De) | Result date | Report paper | | --- | --- | --- | --- | | T3+OCSVM | 0.9815 | Not recorded | 6984242aa8b01e76cc8ee806 | | T3+GMM | 0.9542 | Not recorded | 6984242aa8b01e76cc8ee806 | | DUOGUARD | 0.9228 | Not recorded | 6984242aa8b01e76cc8ee806 | | T3+GMM | 0.8942 | Not recorded | 6984242aa8b01e76cc8ee806 | | MDJUDGE | 0.7905 | Not recorded | 6984242aa8b01e76cc8ee806 | | T3+OCSVM | 0.7869 | Not recorded | 6984242aa8b01e76cc8ee806 | | POLYGUARD | 0.7653 | Not recorded | 6984242aa8b01e76cc8ee806 | | LLAMAGUARD3-1B | 0.6215 | Not recorded | 6984242aa8b01e76cc8ee806 | ### T3+OCSVM Safety Score (De): 0.9815. Result ID: 69964c015698665ec4906196. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Augmentation":false}. This record does not assert independent reproduction. ### T3+GMM Safety Score (De): 0.9542. Result ID: 69964c015698665ec4906194. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Augmentation":false}. This record does not assert independent reproduction. ### DUOGUARD Safety Score (De): 0.9228. Result ID: 69964c015698665ec4906192. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### T3+GMM Safety Score (De): 0.8942. Result ID: 69964c015698665ec4906195. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Augmentation":true}. This record does not assert independent reproduction. ### MDJUDGE Safety Score (De): 0.7905. Result ID: 69964c015698665ec4906191. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### T3+OCSVM Safety Score (De): 0.7869. Result ID: 69964c015698665ec4906197. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Augmentation":true}. This record does not assert independent reproduction. ### POLYGUARD Safety Score (De): 0.7653. Result ID: 69964c015698665ec4906193. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LLAMAGUARD3-1B Safety Score (De): 0.6215. Result ID: 69964c015698665ec4906190. [Reporting paper]() [Method origin 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.