Soundscape Classification on BEsound
55.7Anthropic ScoreQwen2-Audio
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Qwen2-Audiowindow size=10 s, step size=10 s, prediction threshold=> .52026.05 | 55.7 | 89.8 | 66.9 | 70.8 | |
| W2V2window size=10 s, step size=10 s, prediction threshold=> .52026.05 | 55.1 | 82.9 | 65.2 | 67.7 | |
| AVESwindow size=10 s, step size=10 s, prediction threshold=> .52026.05 | 54.6 | 86.9 | 61.1 | 67.5 | |
| CLAPwindow size=10 s, step size=10 s, prediction threshold=> .52026.05 | 51.2 | 91 | 63.1 | 68.4 | |
| EfficientNet-B7window size=10 s, step size=10 s, prediction threshold=> .52026.05 | 48.3 | 86.6 | 63.6 | 66.2 | |
| Whisperwindow size=10 s, step size=10 s, prediction threshold=> .52026.05 | 45.6 | 90 | 68.1 | 67.9 | |
| ASTwindow size=10 s, step size=10 s, prediction threshold=> .52026.05 | 42.1 | 87.2 | 65.9 | 65.1 | |
| BirdNETwindow size=10 s, step size=10 s, prediction threshold=> .52026.05 | 32.7 | 80.3 | 59.9 | 57.6 | |
| PaSSTwindow size=10 s, step size=10 s, prediction threshold=> .52026.05 | 25.1 | 89 | 66.2 | 60.1 | |
| CNN 14window size=10 s, step size=10 s, prediction threshold=> .52026.05 | 22.7 | 92 | 62.1 | 58.9 | |
| ResNet-50window size=10 s, step size=10 s, prediction threshold=> .52026.05 | 22.3 | 86.2 | 61.6 | 56.7 | |
| CNN 10window size=10 s, step size=10 s, prediction threshold=> .52026.05 | 19.9 | 89.3 | 62.3 | 57.1 | |
| SSASTwindow size=10 s, step size=10 s, prediction threshold=> .52026.05 | 19 | 88 | 63.4 | 56.8 |