Sound Event Detection on AudioSet Strong (407 classes)
0.496PSDS1AEPN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| EPNKD Pipeline=false, Backbone=BEATs2026.01 | 0.496 | — | — | |
| EPNKD Pipeline=false, Backbone=ATST-F2026.01 | 0.477 | — | — | |
| PretrainedSEDFreeform=false, Rate [Hz]=252025.12 | 0.47 | 0.52 | 0.98 | |
| Schmid et al.KD Pipeline=true, Backbone=BEATs2026.01 | 0.465 | — | — | |
| Schmid et al.KD Pipeline=true, Backbone=ATST-F2026.01 | 0.458 | — | — | |
| FlexSEDFreeform=true, Rate [Hz]=252025.12 | 0.45 | 0.58 | 0.96 | |
| Schmid et al.KD Pipeline=false, Backbone=BEATs2026.01 | 0.441 | — | — | |
| PEA-FrameFreeform=true, Rate [Hz]=252025.12 | 0.43 | 0.61 | 0.96 | |
| Schmid et al.KD Pipeline=false, Backbone=ATST-F2026.01 | 0.418 | — | — | |
| Li et al.KD Pipeline=false, Backbone=ATST-F2026.01 | 0.409 | — | — | |
| Li et al.KD Pipeline=false, Backbone=BEATs2026.01 | 0.365 | — | — | |
| FLAMFreeform=true, Rate [Hz]=3.22025.12 | 0.35 | — | 0.95 |