Sound Event Detection on DESED
Metric: PSDS1 (higher is better)
Metric: PSDS1 (higher is better)
| # | Model↕ | PSDS1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MAT-SED | 0.587 | Yes | MAT-SED: A Masked Audio Transformer with Masked-... | 2024-08-16 | Code |
| 2 | JiTTER | 0.584 | Yes | JiTTER: Jigsaw Temporal Transformer for Event Re... | 2025-02-28 | Code |
| 3 | ATST-SED | 0.583 | Yes | Fine-tune the pretrained ATST model for sound ev... | 2023-09-15 | Code |
| 4 | ABC + MDFD-CRNN | 0.577 | Yes | Pushing the Limit of Sound Event Detection with ... | 2024-06-19 | Code |
| 5 | MDFD-CRNN | 0.485 | No | Pushing the Limit of Sound Event Detection with ... | 2024-06-19 | Code |
| 6 | SE-CRNN-16 with DualKD | 0.474 | Yes | Dual Knowledge Distillation for Efficient Sound ... | 2024-02-05 | - |
| 7 | FDY-CRNN | 0.452 | No | Frequency Dynamic Convolution: Frequency-Adaptiv... | 2022-03-29 | Code |
| 8 | RCT | 0.4395 | No | RCT: Random Consistency Training for Semi-superv... | 2021-10-21 | Code |
| 9 | FiltAug SED | 0.4336 | No | Heavily Augmented Sound Event Detection utilizin... | 2021-07-08 | Code |