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Benchmarks
Singing Generation on Fullsong
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5.58
AES
UniVocal
5.1224
5.2412
5.36
5.4788
Jun 1, 2026
AES
WER
SIM
QUA
N-MOS
M-MOS
Updated 1d ago
Evaluation Results
Method
Method
Links
AES
WER
SIM
QUA
N-MOS
M-MOS
UniVocal
2026.06
5.58
35.88
72
7.75
2.23
2.18
Vevo 1.5
2026.06
5.46
49.55
66
6.97
2.17
2.08
LeVo
evaluation_scope=vocal...
2026.06
5.37
69.41
54
7.51
2.41
2.34
YuE
evaluation_scope=vocal...
2026.06
5.14
77.6
46
6.34
2.22
2.24
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