Metric: PSDS2 (higher is better)
| # | Model↕ | PSDS2▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MAT-SED | 0.896 | Yes | MAT-SED: A Masked Audio Transformer with Masked-... | 2024-08-16 | Code |
| 2 | FiltAug SED | 0.8161 | No | Heavily Augmented Sound Event Detection utilizin... | 2021-07-08 | Code |
| 3 | ATST-SED | 0.81 | Yes | Fine-tune the pretrained ATST model for sound ev... | 2023-09-15 | Code |
| 4 | SE-CRNN-16 with DualKD | 0.698 | Yes | Dual Knowledge Distillation for Efficient Sound ... | 2024-02-05 | - |
| 5 | RCT | 0.6711 | No | RCT: Random Consistency Training for Semi-superv... | 2021-10-21 | Code |
| 6 | FDY-CRNN | 0.67 | No | Frequency Dynamic Convolution: Frequency-Adaptiv... | 2022-03-29 | Code |