Metric: event-based F1 score (higher is better)
| # | Model↕ | event-based F1 score▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ATST-SED | 63.4 | Yes | Fine-tune the pretrained ATST model for sound ev... | 2023-09-15 | Code |
| 2 | SE-CRNN-16 with DualKD | 55.6 | Yes | Dual Knowledge Distillation for Efficient Sound ... | 2024-02-05 | - |
| 3 | FDY-CRNN | 54 | No | Frequency Dynamic Convolution: Frequency-Adaptiv... | 2022-03-29 | Code |
| 4 | HTS-AT | 50.7 | No | HTS-AT: A Hierarchical Token-Semantic Audio Tran... | 2022-02-02 | Code |
| 5 | RCT | 49.62 | No | RCT: Random Consistency Training for Semi-superv... | 2021-10-21 | Code |
| 6 | FiltAug SED | 49.6 | No | Heavily Augmented Sound Event Detection utilizin... | 2021-07-08 | Code |
| 7 | SED-SSep baseline dcase task 4 2020 v2 | 40.7 | No | - | - | Code |
| 8 | Baseline dcase task 4 2020 v2 | 39 | No | - | - | Code |
| 9 | Baseline | 25.8 | No | - | - | Code |