Taste Prediction on Unified music-taste corpus (test) benchmark leaderboard · SOTA2 Research

Taste Prediction on Unified music-taste corpus (test)

0.87Sweet ScoreVGGish

Evaluation Results

Method	Links
VGGish2026.07		0.87	0.728	0.367	0.578	0.787	0.666	0.109	0.134
fusion VGGish+MULE2026.07		0.851	0.756	0.643	0.657	0.715	0.724	0.111	0.134
fusion AST+VGGish+MULE2026.07		0.844	0.75	0.659	0.697	0.6	0.71	0.112	0.137
fusion AST+MULE2026.07		0.844	0.728	0.652	0.647	0.58	0.69	0.113	0.14
fusion CLAP+AST+VGGish+MULE2026.07		0.839	0.709	0.651	0.664	0.673	0.707	0.11	0.134
fusion CLAP+VGGish2026.07		0.836	0.645	0.637	0.652	0.788	0.712	0.109	0.135
MULE2026.07		0.831	0.645	0.609	0.61	0.641	0.667	0.116	0.146
AST2026.07		0.824	0.709	0.58	0.615	0.564	0.658	0.116	0.143
PANNs2026.07		0.816	0.608	0.533	0.528	0.673	0.632	0.119	0.146
fusion CLAP+MULE2026.07		0.813	0.685	0.665	0.648	0.696	0.701	0.114	0.139
fusion AST+VGGish (gated)2026.07		0.812	0.743	0.613	0.666	0.606	0.688	0.113	0.139
CLAP2026.07		0.798	0.607	0.651	0.598	0.666	0.664	0.114	0.142
HuBERT2026.07		0.749	0.6	0.528	0.462	0.741	0.616	0.121	0.15
ast-5head-ref2026.07		0.74	0.563	0.468	0.325	0.682	0.556	0.175	0.219
EnCodec2026.07		0.725	0.591	0.389	0.409	0.571	0.537	0.128	0.159
MFCC (DSP floor)2026.07		0.708	0.29	0.577	0.396	0.621	0.518	0.142	0.181
MERT2026.07		0.708	0.439	0.477	0.519	0.139	0.456	0.142	0.173
Omar-RQ2026.07		0.45	0.523	0.562	0.438	0.357	0.323	0.141	0.169