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ResearchFormerly WizWand

Music Understanding on MusicBench Global

96.8PG ScoreGaMMA-8B

Evaluation results

Method	Links
GaMMA-8B2026.05		96.8	93	84	87.2	89	88.6	90	88.6	83.3	99.5	80	87.5	61	50.6	84	74	78	82.6
Gemini-3.0 Pro2026.05		96	96	87.8	95.7	78.1	78.6	86	80	93.3	98.5	50	58	52.5	56.4	78.5	81	80	80.4
GaMMA-14B2026.05		95.5	93	83.4	89.4	90.4	87.1	90	88.6	76.7	97.5	80	89.5	48.5	51.5	85	93	79	81.3
Gemini-2.0-Pro2026.05		94.3	91	75.8	76.6	67.1	70	74	58.6	73.3	83	80	28.5	53.5	43.2	74.5	69.5	79	70.3
Qwen2.5-Omni2026.05		94	95	83	89	96	90	95	77	77	98	90	65	51	44	74	71	79	78
Gemini-2.5 Pro2026.05		92.2	94.5	87.4	93.8	81.7	85.7	90.3	84.6	89.7	99	70	41.5	49.3	53.9	77.9	76.2	84.5	76.7
Kimi-Audio2026.05		88.8	83	78.2	70.2	78.1	70	86	72.9	80	91.5	80	26	40	42.7	48	61.5	80	67.6
Qwen2Audio2026.05		74.3	76	75.2	68.1	60.3	42.9	62	42.9	80	77	80	20.5	31	29.5	52.5	37.5	40	56
Audio-Flamingo32026.05		71	79.6	83.3	77.8	61.1	60.6	82.2	53.2	58.6	96.9	50	80	60.3	42	72.9	66.7	72.1	72.8
QwenAudio2026.05		67.5	45	70.6	51.1	56.2	30	45	54.3	26.7	71	60	29.5	35	29.1	60	38.5	35	52
Mu-LLaMA2026.05		27.3	15	16.4	23.4	32.9	28.6	43	27.1	16.7	21	50	21	32	22.8	27	14	4	22.7
SALMONN2026.05		24.5	18	29	29.8	28.8	31.4	23	27.1	33.3	22.5	30	36	27	24.9	26	21	36	26.8
M2UGen2026.05		20.5	24	26.4	31.9	16.4	25.7	26	38.6	46.7	25	30	21.5	29.5	24.9	25	33	32	26