| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Singing Voice Industrial Setting | DAC | MOS Prediction4.33 | 11 | 4d ago | |
| Singing Voice (Academic Setting) | BigCodec | MOS Prediction Score4.17 | 11 | 4d ago | |
| M4Singer and Opencpop (OD) | PESQ4.5 | 9 | 4d ago | ||
| OpenSinger (ID) | PESQ4.5 | 9 | 4d ago | ||
| SoulX-Singer Chinese (eval) | SoulX-Singer | WER6.9 | 7 | 4d ago | |
| GMO-SVS Chinese (test) | SoulX-Singer | WER6.5 | 7 | 4d ago | |
| SoulX-Singer English (eval) | SoulX-Singer | WER0.129 | 5 | 4d ago | |
| GMO-SVS English (test) | SoulX-Singer | WER0.149 | 5 | 4d ago | |
| Mandarin (test) | GT (BigVGAN) | LSD2.364 | 5 | 4d ago | |
| Korean singing voice dataset (test) | MOS4.592 | 4 | 4d ago | ||
| OpenCpop | FM-Singer | F0 RMSE25.2 | 4 | 4d ago | |
| Mandarin singing vocals (DiffRhythm) | YingMusic-Singer | WER1.28 | 3 | 4d ago | |
| ACE-Opencpop 135-hour (test) | TokSing | F0 RMSE55.83 | 3 | 4d ago | |
| M4Singer (test) | - | - | 0 | 4d ago |
