| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| LJSpeech | Smark | PESQ4.5486 | 88 | 3mo ago | |
| GuitarSet | SilentCipher | Survivability Detection Rate100 | 23 | 2mo ago | |
| jaCappella | Latent-Mark | Survivability Rate100 | 23 | 2mo ago | |
| LibriSpeech | Latent-Cluster | Detection Accuracy100 | 23 | 2mo ago | |
| Audio Robustness Benchmark averaged across 14 attacks | PESQ4.5 | 11 | 2mo ago | ||
| LibriSpeech | Smark | PESQ4.2815 | 8 | 3mo ago | |
| LibriTTS | Smark | PESQ4.3289 | 8 | 3mo ago | |
| Audio MP3-128 condition (test) | WavMark | Bit Accuracy100 | 7 | 23d ago | |
| MAESTRO | Latent-Cluster | Detectability Accuracy100 | 7 | 2mo ago | |
| PCD | Latent-Random | Detection Accuracy100 | 7 | 2mo ago | |
| DAPS | WavMark | Detection Accuracy100 | 7 | 2mo ago | |
| Clotho | SilentCipher | Detectability Accuracy96.7 | 7 | 2mo ago | |
| AIR | Latent-Joint | Detectability Accuracy100 | 7 | 2mo ago | |
| Audio Watermarking Efficiency Statistics inference | AudioSeal | Inference Time (ms)0.355 | 6 | 9d ago | |
| Main Setup AAC compression | XAttnMark | Attribution Accuracy100 | 4 | 9d ago | |
| Main Setup Mixed of All | XAttnMark | Attribution Accuracy88 | 2 | 9d ago | |
| Main Setup Crop | XAttnMark | Attribution Accuracy76 | 2 | 9d ago | |
| Main Setup Up down resample | XAttnMark | Attribution Accuracy100 | 2 | 9d ago | |
| Main Setup Speed | XAttnMark | Attribution Accuracy3 | 2 | 9d ago | |
| Main Setup Smooth | XAttnMark | Attribution Accuracy100 | 2 | 9d ago | |
| Main Setup White noise | XAttnMark | Attribution Accuracy100 | 2 | 9d ago | |
| Main Setup Pink noise | XAttnMark | Attribution Accuracy99 | 2 | 9d ago | |
| Main Setup MP3 compression | XAttnMark | Attribution Accuracy100 | 2 | 9d ago | |
| Main Setup Lowpass filter | XAttnMark | Attribution Accuracy100 | 2 | 9d ago | |
| Main Setup Identity | XAttnMark | Attribution Accuracy100 | 2 | 9d ago |
