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ResearchFormerly WizWand

Multi-label Music Auto-tagging on MTG-Jamendo

76.95ROC-AUCEM-BANDED
69.243671.244373.24575.2457May 22, 2025
Updated 5mo ago

Evaluation results

MethodLinks
EM-BANDEDApproach=All-Features, Lyrics=w/2025.0576.95
EM-BANDEDApproach=All-Features, Lyrics=w/o2025.0576.61
MultimodalApproach=Multimodal, Lyrics=w/2025.0575.9
EM-BANDEDApproach=User-Friendly, Lyrics=w/2025.0575.75
EM-BANDEDApproach=User-Friendly, Lyrics=w/o2025.0574.81
XGBOOSTApproach=All-Features, Lyrics=w/2025.0574.64
XGBOOSTApproach=User-Friendly, Lyrics=w/2025.0573.87
XGBOOSTApproach=All-Features, Lyrics=w/o2025.0573.29
EM-BANDEDApproach=Domain-Expert, Lyrics=w/2025.0573.01
XGBOOSTApproach=Domain-Expert, Lyrics=w/2025.0572.88
XGBOOSTApproach=User-Friendly, Lyrics=w/o2025.0572.27
EM-BANDEDApproach=Domain-Expert, Lyrics=w/o2025.0571.63
MultimodalApproach=Multimodal, Lyrics=w/o2025.0569.74
XGBOOSTApproach=Domain-Expert, Lyrics=w/o2025.0569.54