Multi-class Music Classification on Music4All
57.34AccuracyMultimodal
Evaluation Results
| Method | Links | |
|---|---|---|
| MultimodalApproach=Multimodal, Lyrics=w/2025.05 | 57.34 | |
| MultimodalApproach=Multimodal, Lyrics=w/o2025.05 | 53.75 | |
| XGBOOSTApproach=All-Features, Lyrics=w/2025.05 | 48.59 | |
| XGBOOSTApproach=User-Friendly, Lyrics=w/2025.05 | 46.81 | |
| XGBOOSTApproach=All-Features, Lyrics=w/o2025.05 | 46.36 | |
| XGBOOSTApproach=Domain-Expert, Lyrics=w/2025.05 | 45.77 | |
| EM-BANDEDApproach=All-Features, Lyrics=w/2025.05 | 45.09 | |
| XGBOOSTApproach=User-Friendly, Lyrics=w/o2025.05 | 44.92 | |
| EM-BANDEDApproach=All-Features, Lyrics=w/o2025.05 | 43.45 | |
| EM-BANDEDApproach=User-Friendly, Lyrics=w/2025.05 | 43.18 | |
| XGBOOSTApproach=Domain-Expert, Lyrics=w/o2025.05 | 42.73 | |
| EM-BANDEDApproach=Domain-Expert, Lyrics=w/2025.05 | 40.72 | |
| EM-BANDEDApproach=User-Friendly, Lyrics=w/o2025.05 | 40.66 | |
| EM-BANDEDApproach=Domain-Expert, Lyrics=w/o2025.05 | 38.25 |