Audio event classification on DASL (Urban8K)
80.8mAPSSAMBA
Evaluation Results
| Method | Links | |
|---|---|---|
| SSAMBAModel size=base, Pretrained=true, Head learning rate=normal2024.05 | 80.8 | |
| SSASTModel size=base, Pretrained=true, Head learning rate=normal2024.05 | 78.7 | |
| SSASTModel size=small, Pretrained=true, Head learning rate=larger2024.05 | 77.1 | |
| SSAMBAModel size=small, Pretrained=true, Head learning rate=larger2024.05 | 75.2 | |
| SSASTModel size=tiny, Pretrained=true, Head learning rate=larger2024.05 | 74.5 | |
| SSAMBAModel size=tiny, Pretrained=true, Head learning rate=larger2024.05 | 71.9 | |
| SSAMBAModel size=tiny, Pretrained=false, Head learning rate=larger2024.05 | 15.6 | |
| SSAMBAModel size=base, Pretrained=false, Head learning rate=normal2024.05 | 13 | |
| SSAMBAModel size=small, Pretrained=false, Head learning rate=larger2024.05 | 12.9 |