| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| MUSIC (test) | DAVIS | SDR11.61 | 16 | 5d ago | |
| MUSDB18 SiSEC 2018 (test) | D3Net (proposed) | Vocals Score7.24 | 10 | 1mo ago | |
| Slakh2100 (test) | LQ-VAE | SDR Drums (Drums-Bass mixture)5.83 | 9 | 1mo ago | |
| MoXaRt XR Scenarios (human speech sessions) | MoXaRt | WER0.3824 | 7 | 1mo ago | |
| SISEC live-recorded stereo mixtures Three males T60 = 130 ms | Proposed (Inform) | SDR9.1 | 5 | 4d ago | |
| SISEC live-recorded stereo mixtures Three females T60 = 130 ms | Proposed (Inform) | SDR10.07 | 5 | 4d ago | |
| SISEC live-recorded stereo mixtures T60 = 250 ms (Three males) | Proposed (Informed) | SDR7.82 | 5 | 4d ago | |
| SISEC live-recorded stereo mixtures (T60 = 250 ms) (Three females) | Proposed (Informed) | SDR9.4 | 5 | 4d ago | |
| AudioSet SingleSource (test) | CO-SEPARATION | SDR4.26 | 5 | 1mo ago | |
| LRS2-2Mix | TDANet | SI-SNRi (dB)9.5 | 3 | 1mo ago | |
| 1.0 (test) | Ours (LQ-VAE) | SDR (Drums)0.68 | 3 | 1mo ago | |
| AVE | ASMP | Human Preference Score68 | 1 | 1mo ago | |
| ASIW | ASMP | Human Preference Score63 | 1 | 1mo ago |
