MagnaTagATune
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Music Auto-tagging | MagnaTagATune (test) | mAP47.3 | 26 | |
| Bandwidth Extension (4-22 kHz upsampling) | MagnaTagATune (test) | LSD0.86 | 15 | |
| Audio Tagging | MagnaTagATune (MTAT) | mAP40.7 | 11 | |
| Bandwidth Extension (8-22 kHz upsampling) | MagnaTagATune (test) | LSD0.8 | 6 | |
| Music Tagging | MagnaTagATune | ROC-AUC0.9129 | 6 | |
| Text-to-Music Generation | MagnaTagATune | MuLan Similarity (Audio vs GT Text)0.518 | 4 | |
| Music Generation | MagnaTagATune 2009 (full) | FADVGG Score3.554 | 2 |
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