Song Generation on Song Generation Evaluation Set (test) benchmark leaderboard · SOTA2 Research

Song Generation on Song Generation Evaluation Set (test)

87.92OVLVersBand

Evaluation Results

Method	Links
VersBand2025.04		87.92	3.01	1.27	0.58	88.03	80.51	—	—	—	—	—	—	—	—	—
VersBand2025.04		86.65	3.37	1.3	0.5	85.98	77.02	—	—	—	—	—	—	—	—	—
MelodyLM2025.04		85.23	3.42	1.35	0.35	86.44	75.41	—	—	—	—	—	—	—	—	—
VersBand2025.04		85.12	3.38	1.31	0.48	85.15	75.91	—	—	—	—	—	—	—	—	—
Melodist2025.04		84.12	3.81	1.34	0.39	85.97	74.86	—	—	—	—	—	—	—	—	—
VersBand2025.04		83.49	3.55	1.35	—	—	74.87	—	—	—	—	—	—	—	—	—
Suno v52026.06		5.72	—	—	—	—	—	6.38	6.55	7.1	6.77	6.17	7.93	8.68	93.06	12.4
Mureka v82026.06		5.69	—	—	—	—	—	6.31	6.55	7.11	6.72	6.19	8.14	8.69	92.78	9.96
LeVo 22026.06		5.48	—	—	—	—	—	6.12	6.42	7.1	6.53	6.11	6.15	8.72	88.35	8.55
MiniMax Music 2.5+2026.06		5.22	—	—	—	—	—	5.87	6.02	6.83	6.49	5.6	7.44	8.72	93.06	7.8
ACE-Step 1.52026.06		4.76	—	—	—	—	—	5.71	5.82	6.1	5.62	5.7	7.21	8.35	89.17	19.35
HeartMuLa2026.06		4.07	—	—	—	—	—	4.94	5.05	5.8	4.98	4.92	4.42	7.55	76.11	19.88
LeVo2026.06		3.71	—	—	—	—	—	4.47	4.71	5.87	4.9	4.52	4.85	7.58	73.96	13.55
YuE2026.06		3.05	—	—	—	—	—	4.12	4.17	4.23	3.89	3.82	5.45	7.69	80.28	20.09
DiffRhythm 22026.06		2.95	—	—	—	—	—	4.05	4.86	4.06	3.83	3.88	5.72	8.02	82.5	11.88