| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| FSD50K (eval) | DARTS-GAEA | mAP94 | 19 | 1mo ago | |
| AudioSet balanced (AS-20k) | EAT | mAP40.2 | 14 | 1mo ago | |
| AudioSet (test) | mAP50 | 14 | 1mo ago | ||
| MagnaTagATune (MTAT) | mAP40.7 | 11 | 20d ago | ||
| Full AudioSet 1.0 (test) | Proposed Full Model (PSLA Ensemble) | mAP47.44 | 11 | 1mo ago | |
| AudioSet Strong | mAP21.6 | 9 | 20d ago | ||
| Balanced AudioSet 1.0 (test) | Proposed Full Model (PSLA Ensemble) | AUC0.9638 | 9 | 1mo ago | |
| MTT | DuoTok | MTT AP35 | 8 | 16d ago | |
| AudioSet (evaluation set) | LHGNN | mAP46.6 | 8 | 1mo ago | |
| AudioSet 1.0 (evaluation) | CNN14 | mAP43.1 | 8 | 1mo ago | |
| DCASE Task 2 2018 (test) | mAP@395.4 | 5 | 1mo ago |
