Audio Watermark Detection on MusicCaps balanced (val)
100AccuracyAudiowMark
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| AudiowMarkEdit=Identity2025.02 | 100 | 100 | 0 | 100 | |
| AudiowMarkEdit=Bandpass2025.02 | 100 | 100 | 0 | 100 | |
| AudiowMarkEdit=Boost2025.02 | 100 | 100 | 0 | 100 | |
| AudiowMarkEdit=Duck2025.02 | 100 | 100 | 0 | 100 | |
| AudiowMarkEdit=Echo2025.02 | 100 | 100 | 0 | 100 | |
| AudiowMarkEdit=Highpass2025.02 | 100 | 100 | 0 | 100 | |
| AudiowMarkEdit=Lowpass2025.02 | 100 | 100 | 0 | 100 | |
| AudiowMarkEdit=Pink Noise2025.02 | 100 | 100 | 0 | 100 | |
| AudiowMarkEdit=White Noise2025.02 | 100 | 100 | 0 | 100 | |
| AudiowMarkEdit=Smooth2025.02 | 100 | 100 | 0 | 100 | |
| AudiowMarkEdit=Resample2025.02 | 100 | 100 | 0 | 100 | |
| AudiowMarkEdit=AAC2025.02 | 100 | 100 | 0 | 100 | |
| WavMarkEdit=Identity2025.02 | 100 | 100 | 0 | 100 | |
| WavMarkEdit=Bandpass2025.02 | 100 | 100 | 0 | 100 | |
| WavMarkEdit=Boost2025.02 | 100 | 100 | 0 | 100 | |
| WavMarkEdit=Echo2025.02 | 100 | 100 | 0 | 100 | |
| WavMarkEdit=Lowpass2025.02 | 100 | 100 | 0 | 100 | |
| WavMarkEdit=Pink Noise2025.02 | 100 | 100 | 0 | 100 | |
| WavMarkEdit=White Noise2025.02 | 100 | 100 | 0 | 100 | |
| WavMarkEdit=Resample2025.02 | 100 | 100 | 0 | 100 | |
| WavMarkEdit=AAC2025.02 | 100 | 100 | 0 | 100 | |
| AudioSealEdit=Identity2025.02 | 100 | 99 | 0 | 100 | |
| AudioSealEdit=Bandpass2025.02 | 100 | 99 | 0 | 100 | |
| AudioSealEdit=Boost2025.02 | 100 | 99 | 0 | 100 | |
| AudioSealEdit=Duck2025.02 | 100 | 99 | 0 | 100 | |
| AudioSealEdit=Echo2025.02 | 100 | 99 | 0 | 100 | |
| AudioSealEdit=Highpass2025.02 | 100 | 99 | 0 | 100 | |
| AudioSealEdit=Lowpass2025.02 | 100 | 99 | 0 | 100 | |
| AudioSealEdit=MP32025.02 | 100 | 99 | 0 | 100 | |
| AudioSealEdit=Pink Noise2025.02 | 100 | 99 | 0 | 100 | |
| AudioSealEdit=White Noise2025.02 | 100 | 99 | 0 | 100 | |
| AudioSealEdit=Smooth2025.02 | 100 | 99 | 0 | 100 | |
| AudioSealEdit=Resample2025.02 | 100 | 99 | 0 | 100 | |
| AudioSealEdit=AAC2025.02 | 100 | 99 | 0 | 100 | |
| AudioSealEdit=EnCodec (nq=16)2025.02 | 100 | 99 | 0 | 100 | |
| AudioSealEdit=Crop2025.02 | 100 | 99 | 0 | 100 | |
| WavMarkEdit=Duck2025.02 | 99.5 | 99 | 0 | 99.5 | |
| WavMarkEdit=Crop2025.02 | 99.5 | 99 | 0 | 99.5 | |
| TimbreWMEdit=Identity2025.02 | 99.5 | 99 | 0 | 100 | |
| TimbreWMEdit=Pink Noise2025.02 | 99.5 | 99 | 0 | 100 | |
| XATTNMARKEdit=Identity2025.02 | 99.5 | 99 | 0 | 100 | |
| XATTNMARKEdit=Bandpass2025.02 | 99.5 | 99 | 0 | 100 | |
| XATTNMARKEdit=Boost2025.02 | 99.5 | 99 | 0 | 100 | |
| XATTNMARKEdit=Duck2025.02 | 99.5 | 99 | 0 | 100 | |
| XATTNMARKEdit=Echo2025.02 | 99.5 | 99 | 0 | 100 | |
| XATTNMARKEdit=Highpass2025.02 | 99.5 | 99 | 0 | 100 | |
| XATTNMARKEdit=Lowpass2025.02 | 99.5 | 99 | 0 | 100 | |
| XATTNMARKEdit=MP32025.02 | 99.5 | 99 | 0 | 100 | |
| XATTNMARKEdit=Pink Noise2025.02 | 99.5 | 99 | 0 | 100 | |
| XATTNMARKEdit=White Noise2025.02 | 99.5 | 99 | 0 | 100 | |
| XATTNMARKEdit=Smooth2025.02 | 99.5 | 99 | 0 | 100 | |
| XATTNMARKEdit=Speed2025.02 | 99.5 | 99 | 0 | 100 | |
| XATTNMARKEdit=Resample2025.02 | 99.5 | 99 | 0 | 100 | |
| XATTNMARKEdit=AAC2025.02 | 99.5 | 99 | 0 | 100 | |
| XATTNMARKEdit=Average2025.02 | 99.19 | 98.56 | 0.19 | 99.93 | |
| TimbreWMEdit=Bandpass2025.02 | 98.5 | 97 | 0 | 100 | |
| TimbreWMEdit=Highpass2025.02 | 98.5 | 97 | 0 | 100 | |
| TimbreWMEdit=Lowpass2025.02 | 98.5 | 97 | 0 | 99.86 | |
| TimbreWMEdit=Boost2025.02 | 98 | 96 | 0 | 99.98 | |
| TimbreWMEdit=Smooth2025.02 | 98 | 96 | 0 | 99.76 | |
| TimbreWMEdit=Resample2025.02 | 98 | 96 | 0 | 100 | |
| TimbreWMEdit=White Noise2025.02 | 97.5 | 95 | 0 | 99.99 | |
| TimbreWMEdit=AAC2025.02 | 97.5 | 95 | 0 | 99.99 | |
| XATTNMARKEdit=Crop2025.02 | 97.5 | 98 | 3 | 99.7 | |
| AudioSealEdit=Average2025.02 | 97.06 | 95 | 1 | 97.57 | |
| TimbreWMEdit=Duck2025.02 | 97 | 94 | 0 | 99.99 | |
| AudiowMarkEdit=Crop2025.02 | 96.5 | 93 | 0 | 96.5 | |
| XATTNMARKEdit=EnCodec (nq=16)2025.02 | 96.5 | 93 | 0 | 99.1 | |
| WavMarkEdit=Smooth2025.02 | 96 | 92 | 0 | 96 | |
| TimbreWMEdit=Crop2025.02 | 96 | 92 | 0 | 99.18 | |
| WavMarkEdit=Highpass2025.02 | 95 | 90 | 0 | 95 | |
| TimbreWMEdit=MP32025.02 | 95 | 91 | 1 | 99.71 | |
| TimbreWMEdit=Echo2025.02 | 94.5 | 89 | 0 | 99.65 | |
| AudiowMarkEdit=MP32025.02 | 94 | 88 | 0 | 94 | |
| AudiowMarkEdit=Average2025.02 | 92.94 | 85.88 | 0 | 92.94 | |
| TimbreWMEdit=Average2025.02 | 92.5 | 86.88 | 1.88 | 94.82 | |
| WavMarkEdit=Average2025.02 | 91.81 | 83.63 | 0 | 91.81 | |
| WavMarkEdit=MP32025.02 | 80.5 | 61 | 0 | 80.5 | |
| WavMarkEdit=EnCodec (nq=16)2025.02 | 80.5 | 61 | 0 | 80.5 | |
| TimbreWMEdit=EnCodec (nq=16)2025.02 | 62.5 | 50 | 25 | 70.92 | |
| AudioSealEdit=Speed2025.02 | 61 | 36 | 15 | 61 | |
| TimbreWMEdit=Speed2025.02 | 51.5 | 7 | 4 | 48.12 | |
| AudiowMarkEdit=Speed2025.02 | 50 | 0 | 0 | 50 | |
| AudiowMarkEdit=EnCodec (nq=16)2025.02 | 50 | 0 | 0 | 50 | |
| WavMarkEdit=Speed2025.02 | 50 | 0 | 0 | 50 |