# Audio Watermark Detection on VoxWatermark T2 (test) Source: [Audio Watermark Detection on VoxWatermark T2 (test)]() Collection index: [llms.txt]() Data updated: 2026-06-16T07:39:22.268Z Evaluation of Audio Watermark Detection performance on the test split of the VoxWatermark T2 dataset, reporting detection metrics such as AUROC and F1 score. 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 | Audio Watermark Detection | | Dataset (including any stated split) | VoxWatermark T2 (test) | | Metric | AUROC | | 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 - [AUROC](): Higher is better; unit: PERCENT. - [F1 Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | AUROC | Result date | Report paper | | --- | --- | --- | --- | | AudioWMD | 70.02 | Not recorded | 6a30d876d33dfb23e783cb59 | | AudioWMD | 63.17 | Not recorded | 6a30d876d33dfb23e783cb59 | | WMD | 57.94 | Not recorded | 6a30d876d33dfb23e783cb59 | | AudioWMD | 55.92 | Not recorded | 6a30d876d33dfb23e783cb59 | | WMD | 54.71 | Not recorded | 6a30d876d33dfb23e783cb59 | | AudioWMD | 53.15 | Not recorded | 6a30d876d33dfb23e783cb59 | | WMD | 53.11 | Not recorded | 6a30d876d33dfb23e783cb59 | | WMD | 41.18 | Not recorded | 6a30d876d33dfb23e783cb59 | ### AudioWMD AUROC: 70.02. Result ID: 6a30fd78fbc373592c2ce7ab. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"White-box"}. This record does not assert independent reproduction. ### AudioWMD AUROC: 63.17. Result ID: 6a30fd78fbc373592c2ce7a9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"Clean"}. This record does not assert independent reproduction. ### WMD AUROC: 57.94. Result ID: 6a30fd78fbc373592c2ce7a5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"Clean"}. This record does not assert independent reproduction. ### AudioWMD AUROC: 55.92. Result ID: 6a30fd78fbc373592c2ce7a8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"Overall"}. This record does not assert independent reproduction. ### WMD AUROC: 54.71. Result ID: 6a30fd78fbc373592c2ce7a4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"Overall"}. This record does not assert independent reproduction. ### AudioWMD AUROC: 53.15. Result ID: 6a30fd78fbc373592c2ce7aa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"No-box (Avg)"}. This record does not assert independent reproduction. ### WMD AUROC: 53.11. Result ID: 6a30fd78fbc373592c2ce7a6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"No-box (Avg)"}. This record does not assert independent reproduction. ### WMD AUROC: 41.18. Result ID: 6a30fd78fbc373592c2ce7a7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"White-box"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.