| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| FSD50K | ONE-PEACE | mAP69.7 | 60 | 4d ago | |
| ESC-50 (5-fold cross-validation) | BEATS | Accuracy98.1 | 33 | 4d ago | |
| ESC | SOTA [87] | Top-1 Acc91.8 | 28 | 4d ago | |
| Gunshot triangulation | Top-1 Acc98.8 | 23 | 4d ago | ||
| ESC-50 (test) | LAION-CLAP | Top-1 Fidelity94.8 | 14 | 4d ago | |
| ESC-50 (10-fold cross-validation) | ERANN-2-5 | Accuracy96.1 | 13 | 4d ago | |
| Beehive states | BYOL-S | Top-1 Acc59.7 | 11 | 4d ago | |
| ESC-50 (incremental split (5 tasks)) | Uncertainty++ | Accuracy50 | 6 | 4d ago | |
| DCASE Task 1 2019 (incremental split (5 tasks)) | Uncertainty++ | Accuracy58.1 | 6 | 4d ago |
