Multi-label Music Auto-tagging on MTG-Jamendo
76.95ROC-AUCEM-BANDED
Evaluation Results
| Method | Links | |
|---|---|---|
| EM-BANDEDApproach=All-Features, Lyrics=w/2025.05 | 76.95 | |
| EM-BANDEDApproach=All-Features, Lyrics=w/o2025.05 | 76.61 | |
| MultimodalApproach=Multimodal, Lyrics=w/2025.05 | 75.9 | |
| EM-BANDEDApproach=User-Friendly, Lyrics=w/2025.05 | 75.75 | |
| EM-BANDEDApproach=User-Friendly, Lyrics=w/o2025.05 | 74.81 | |
| XGBOOSTApproach=All-Features, Lyrics=w/2025.05 | 74.64 | |
| XGBOOSTApproach=User-Friendly, Lyrics=w/2025.05 | 73.87 | |
| XGBOOSTApproach=All-Features, Lyrics=w/o2025.05 | 73.29 | |
| EM-BANDEDApproach=Domain-Expert, Lyrics=w/2025.05 | 73.01 | |
| XGBOOSTApproach=Domain-Expert, Lyrics=w/2025.05 | 72.88 | |
| XGBOOSTApproach=User-Friendly, Lyrics=w/o2025.05 | 72.27 | |
| EM-BANDEDApproach=Domain-Expert, Lyrics=w/o2025.05 | 71.63 | |
| MultimodalApproach=Multimodal, Lyrics=w/o2025.05 | 69.74 | |
| XGBOOSTApproach=Domain-Expert, Lyrics=w/o2025.05 | 69.54 |