Multi-class Music Classification on AudioSet
58.71AccuracyMultimodal
Evaluation Results
| Method | Links | |
|---|---|---|
| MultimodalApproach=Multimodal, Lyrics=w/2025.05 | 58.71 | |
| MultimodalApproach=Multimodal, Lyrics=w/o2025.05 | 52.1 | |
| XGBOOSTApproach=Domain-Expert, Lyrics=w/2025.05 | 50 | |
| EM-BANDEDApproach=All-Features, Lyrics=w/o2025.05 | 48.15 | |
| XGBOOSTApproach=All-Features, Lyrics=w/2025.05 | 48.15 | |
| XGBOOSTApproach=User-Friendly, Lyrics=w/2025.05 | 46.03 | |
| EM-BANDEDApproach=All-Features, Lyrics=w/2025.05 | 44.44 | |
| XGBOOSTApproach=All-Features, Lyrics=w/o2025.05 | 38.89 | |
| EM-BANDEDApproach=User-Friendly, Lyrics=w/2025.05 | 37.04 | |
| EM-BANDEDApproach=User-Friendly, Lyrics=w/o2025.05 | 37.04 | |
| EM-BANDEDApproach=Domain-Expert, Lyrics=w/2025.05 | 35.19 | |
| XGBOOSTApproach=User-Friendly, Lyrics=w/o2025.05 | 33.33 | |
| EM-BANDEDApproach=Domain-Expert, Lyrics=w/o2025.05 | 33.33 | |
| XGBOOSTApproach=Domain-Expert, Lyrics=w/o2025.05 | 31.48 |