Audio Watermark Detection on Stable Audio generative edits (test)
94AccuracyXATTNMARK
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| XATTNMARKEditing strength (t)=10, Zero-shot=true2025.02 | 94 | 94 | 6 | — | |
| XATTNMARKT=102025.02 | 93.75 | 93.75 | 6.25 | 98.83 | |
| XATTNMARKEditing strength (t)=70, Zero-shot=true2025.02 | 91 | 88 | 6 | — | |
| XATTNMARKEditing strength (t)=110, Zero-shot=true2025.02 | 91 | 88 | 6 | — | |
| XATTNMARKT=502025.02 | 90.63 | 87.5 | 6.25 | 96.88 | |
| XATTNMARKT=702025.02 | 90.63 | 87.5 | 6.25 | 96.48 | |
| XATTNMARKT=902025.02 | 90.63 | 87.5 | 6.25 | 96.88 | |
| XATTNMARKT=1102025.02 | 90.63 | 87.5 | 6.25 | 95.7 | |
| XATTNMARKT=302025.02 | 81.25 | 75 | 12.5 | 89.06 | |
| AudioSealT=302025.02 | 78.13 | 87.5 | 31.25 | 81.25 | |
| AudioSealEditing strength (t)=10, Zero-shot=true2025.02 | 69 | 63 | 25 | — | |
| AudioSealT=102025.02 | 68.75 | 62.5 | 25 | 72.27 | |
| AudioSealT=502025.02 | 59.38 | 87.5 | 75 | 33.98 | |
| AudioSealT=702025.02 | 59.38 | 75 | 56.25 | 53.13 | |
| AudioSealT=902025.02 | 59.38 | 87.5 | 68.75 | 54.69 | |
| AudioSealT=1102025.02 | 59.38 | 93.75 | 75 | 50.39 | |
| AudioSealEditing strength (t)=70, Zero-shot=true2025.02 | 59 | 75 | 56 | — | |
| AudioSealEditing strength (t)=110, Zero-shot=true2025.02 | 59 | 94 | 75 | — | |
| TimbreWatermarkT=702025.02 | 53.13 | 18.75 | 12.5 | 55.47 | |
| TimbreWatermarkT=1102025.02 | 53.13 | 56.25 | 50 | 54.88 | |
| TimbreWMEditing strength (t)=70, Zero-shot=true2025.02 | 53 | 19 | 13 | — | |
| TimbreWMEditing strength (t)=110, Zero-shot=true2025.02 | 53 | 56 | 50 | — | |
| AudiowMarkEditing strength (t)=10, Zero-shot=true2025.02 | 50 | 50 | 50 | — | |
| AudiowMarkEditing strength (t)=70, Zero-shot=true2025.02 | 50 | 50 | 50 | — | |
| AudiowMarkEditing strength (t)=110, Zero-shot=true2025.02 | 50 | 50 | 50 | — | |
| WavMarkEditing strength (t)=10, Zero-shot=true2025.02 | 50 | 50 | 50 | — | |
| WavMarkEditing strength (t)=70, Zero-shot=true2025.02 | 50 | 50 | 50 | — | |
| WavMarkEditing strength (t)=110, Zero-shot=true2025.02 | 50 | 50 | 50 | — | |
| TimbreWatermarkT=902025.02 | 50 | 50 | 50 | 59.96 | |
| TimbreWMEditing strength (t)=10, Zero-shot=true2025.02 | 47 | 81 | 88 | — | |
| TimbreWatermarkT=102025.02 | 46.88 | 81.25 | 87.5 | 42.19 | |
| TimbreWatermarkT=502025.02 | 46.88 | 6.25 | 12.5 | 48.63 | |
| TimbreWatermarkT=302025.02 | 40.63 | 56.25 | 75 | 37.89 |