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ResearchFormerly WizWand

Multi-class Music Classification on Music4All

57.34AccuracyMultimodal
37.486442.640747.79552.9493May 22, 2025
Updated 5mo ago

Evaluation results

MethodLinks
MultimodalApproach=Multimodal, Lyrics=w/2025.0557.34
MultimodalApproach=Multimodal, Lyrics=w/o2025.0553.75
XGBOOSTApproach=All-Features, Lyrics=w/2025.0548.59
XGBOOSTApproach=User-Friendly, Lyrics=w/2025.0546.81
XGBOOSTApproach=All-Features, Lyrics=w/o2025.0546.36
XGBOOSTApproach=Domain-Expert, Lyrics=w/2025.0545.77
EM-BANDEDApproach=All-Features, Lyrics=w/2025.0545.09
XGBOOSTApproach=User-Friendly, Lyrics=w/o2025.0544.92
EM-BANDEDApproach=All-Features, Lyrics=w/o2025.0543.45
EM-BANDEDApproach=User-Friendly, Lyrics=w/2025.0543.18
XGBOOSTApproach=Domain-Expert, Lyrics=w/o2025.0542.73
EM-BANDEDApproach=Domain-Expert, Lyrics=w/2025.0540.72
EM-BANDEDApproach=User-Friendly, Lyrics=w/o2025.0540.66
EM-BANDEDApproach=Domain-Expert, Lyrics=w/o2025.0538.25