Audio tagging on AudioSet (evaluation set)
46.6mAPLHGNN
Evaluation results
| Method | Links | |
|---|---|---|
| LHGNN#Params=31 M, Pretrain=true2025.01 | 46.6 | |
| AST#Params=87 M, Pretrain=true2025.01 | 45.9 | |
| PSLA#Params=13.6 M, Pretrain=true2025.01 | 44.4 | |
| LHGNN#Params=31 M, Pretrain=false2025.01 | 44.2 | |
| PANN#Params=81 M, Pretrain=false2025.01 | 43.4 | |
| DeepRes#Params=26 M, Pretrain=false2025.01 | 39.2 | |
| AST#Params=87 M, Pretrain=false2025.01 | 36.6 | |
| Baseline#Params=2.6 M, Pretrain=false2025.01 | 31.4 |