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Taste Prediction on Unified music-taste corpus (test)

0.87Sweet ScoreVGGish
0.43320.54660.660.7734Jul 3, 2026

Evaluation results

MethodLinks
VGGishEncoder=Frozen2026.070.870.7280.3670.5780.7870.6660.1090.134
fusion VGGish+MULEType=Gated Late-Fusion2026.070.8510.7560.6430.6570.7150.7240.1110.134
fusion AST+VGGish+MULEType=Gated Late-Fusion2026.070.8440.750.6590.6970.60.710.1120.137
fusion AST+MULEType=Gated Late-Fusion2026.070.8440.7280.6520.6470.580.690.1130.14
fusion CLAP+AST+VGGish+MULEType=Gated Late-Fusion2026.070.8390.7090.6510.6640.6730.7070.110.134
fusion CLAP+VGGishType=Gated Late-Fusion2026.070.8360.6450.6370.6520.7880.7120.1090.135
MULEEncoder=Frozen2026.070.8310.6450.6090.610.6410.6670.1160.146
ASTEncoder=Frozen2026.070.8240.7090.580.6150.5640.6580.1160.143
PANNsEncoder=Frozen2026.070.8160.6080.5330.5280.6730.6320.1190.146
fusion CLAP+MULEType=Gated Late-Fusion2026.070.8130.6850.6650.6480.6960.7010.1140.139
fusion AST+VGGish (gated)Type=Gated Late-Fusion2026.070.8120.7430.6130.6660.6060.6880.1130.139
CLAPEncoder=Frozen2026.070.7980.6070.6510.5980.6660.6640.1140.142
HuBERTEncoder=Frozen2026.070.7490.60.5280.4620.7410.6160.1210.15
ast-5head-refType=External Baseline2026.070.740.5630.4680.3250.6820.5560.1750.219
EnCodecEncoder=Frozen2026.070.7250.5910.3890.4090.5710.5370.1280.159
MFCC (DSP floor)Encoder=Frozen2026.070.7080.290.5770.3960.6210.5180.1420.181
MERTEncoder=Frozen2026.070.7080.4390.4770.5190.1390.4560.1420.173
Omar-RQEncoder=Frozen2026.070.450.5230.5620.4380.3570.3230.1410.169