Audio Classification on AudioSet (balanced)
37.8mAPAST
Evaluation results
| Method | Links | |
|---|---|---|
| ASTModel Architecture=Pure Attention, Ensemble Config=Ensemble-M2021.04 | 37.8 | |
| ASTModel Architecture=Pure Attention, Ensemble Config=Ensemble-S2021.04 | 36.3 | |
| PSLAModel Architecture=CNN+Attention, Ensemble Config=Ensemble-M2021.04 | 36.2 | |
| ASTModel Architecture=Pure Attention, Ensemble Config=Single2021.04 | 34.7 | |
| ASTMACs (G)=103.4, #Params (million)=88.12023.03 | 34.7 | |
| PSLAModel Architecture=CNN+Attention, Ensemble Config=Ensemble-S2021.04 | 34.5 | |
| PSLAModel Architecture=CNN+Attention, Ensemble Config=Single2021.04 | 31.9 | |
| PSLA2023.03 | 31.9 | |
| MASTMACs (G)=25.6, #Params (million)=51.32023.03 | 31.4 | |
| MBT (AST)MACs (G)=103.4, #Params (million)=88.12023.03 | 31.3 | |
| AST (Our AS)Evaluation Protocol=Our AS (Downloaded AudioSet), MACs (G)=103.4, #Params (million)=88.12023.03 | 31.3 | |
| PANNsModel Architecture=CNN+Attention2021.04 | 27.8 | |
| PANNs2023.03 | 27.8 |