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Benchmarks
Music Generation on SongEval (test)
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3.6
Coherence
Ground Truth
2.6432
2.8916
3.14
3.3884
Jan 4, 2026
Coherence
Musicality
Memorability
Clarity
Naturalness
Updated 4d ago
Evaluation Results
Method
Method
Links
Coherence
Musicality
Memorability
Clarity
Naturalness
Ground Truth
Framework=–
2026.01
3.6
3.52
3.56
3.43
3.34
MM-Sonate
Framework=Unified
2026.01
3
3.01
2.98
2.88
2.72
ACE-Step
Framework=TTM
2026.01
2.89
2.87
2.83
2.77
2.71
DiffRhythm+
Framework=TTM
2026.01
2.68
2.61
2.57
2.48
2.37
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