Sound Event Detection on ASA2
25Error Rate(+) Chain-of-inference
Evaluation results
| Method | Links | ||
|---|---|---|---|
| (+) Chain-of-inferenceParam.=12.1 (+96.8) M, MAC/s=104.0 G2025.09 | 25 | 74.1 | |
| DeepASAParam.=8.2 (+96.8) M, MAC/s=99.1 G2025.09 | 28.8 | 70.2 | |
| DeepASA (w/o ATST)Param.=8.2 M, MAC/s=91.0 G2025.09 | 30.1 | 69.5 | |
| MFF-EINV2Param.=54.8 M, MAC/s=14.3 G2025.09 | 42.1 | 43.2 | |
| SELD-MambaParam.=75.1 M, MAC/s=4.3 G2025.09 | 43.5 | 42.7 | |
| ResNet ConformerParam.=13.6 M, MAC/s=7.6 G2025.09 | 45.7 | 41 | |
| EINV2Param.=51.5 M, MAC/s=6.7 G2025.09 | 48.5 | 39.5 |