Table 3 Performance comparison between classical models in the BBPV dataset
From: Multimodal deep learning-based diagnostic model for BPPV
Models | Accuracy (%) | Precision (%) | Sensitivity (%) | Specificity (%) |
|---|---|---|---|---|
ResNet | 71.2 | 73.9 | 90.6 | 94.0 |
MSCNN | 75.0 | 77.8 | 91.9 | 94.9 |
MLSTM | 72.1 | 74.4 | 90.9 | 94.2 |
Inceptiontime | 74.0 | 75.8 | 91.7 | 94.9 |
Rocket | 75.0 | 76.7 | 92.0 | 95.0 |
BKTDN | 81.7 | 82.1 | 94.1 | 96.5 |