Industrial Acoustic Monitoring on Yornew (test)
90.7F1-ScoreLISTEN
Evaluation results
| Method | Links | |
|---|---|---|
| LISTENParameters (Encoder only)=0.07 M, MACs (Encoder only)=5.24 M, Time per sample=32 ms, CPU usage=66%, Memory usage=364 MB2025.07 | 90.7 | |
| MobileNetV4-SParameters (Encoder only)=1.45 M, MACs (Encoder only)=60.32 M, Time per sample=78 ms, CPU usage=82%, Memory usage=386 MB2025.07 | 90.6 | |
| IMPACTParameters (Encoder only)=17.3 M, MACs (Encoder only)=291.3 M, Time per sample=179 ms, CPU usage=86%, Memory usage=454 MB2025.07 | 90 | |
| MobileViT-XXSParameters (Encoder only)=0.76 M, MACs (Encoder only)=65.67 M, Time per sample=190 ms, CPU usage=61%, Memory usage=402 MB2025.07 | 90 | |
| O’IMPACTParameters (Encoder only)=4.23 M, MACs (Encoder only)=71.3 M, Time per sample=92 ms, CPU usage=77%, Memory usage=394 MB2025.07 | 89.1 | |
| BC-ResNet-3Parameters (Encoder only)=0.08 M, MACs (Encoder only)=47.06 M, Time per sample=149 ms, CPU usage=87%, Memory usage=406 MB2025.07 | 87.6 |