ESC-50
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Audio Classification | ESC-50 (test) | Accuracy98.5 | 111 | |
| Environmental Sound Classification | ESC-50 (test) | Top-1 Fidelity94.8 | 14 | |
| Audio Classification | ESC-50 v1 (test) | Accuracy0.975 | 9 | |
| Audio Classification | ESC-50 (official 5-fold) | Top-1 Accuracy94.75 | 8 | |
| Clustering Analysis | ESC-50 | Silhouette Score0.023 | 5 | |
| Environmental Sound Classification | ESC-50 (fold 3) | Accuracy30.13 | 4 | |
| Environmental Sound Classification | ESC-50 (fold 2) | Accuracy31.1 | 4 | |
| Environmental Sound Classification | ESC-50 (fold 1) | Accuracy49.32 | 4 | |
| Audio Classification | ESC-50 2015 | Top-1 Accuracy98.6 | 3 | |
| Environmental Sound Classification | ESC-50 (fine-tuning) | Accuracy86.8 | 2 |
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