Heart Sound Classification on CinC 2016 (train-a)
93.14AccuracyMultimodal Transformer
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Multimodal TransformerFeatures=Raw Signal2025.09 | 93.14 | 92.21 | 94.35 | 90.1 | 95.12 | |
| RNNFeatures=Raw Signal2025.09 | 91.6 | 91.55 | 92 | 91.1 | 91.5 | |
| CNNFeatures=Spectrogram2025.09 | 91.25 | 84.17 | 98.33 | 70 | 94.4 | |
| CNN-SVMFeatures=Raw Signal2025.09 | 87.3 | 87.4 | 90.3 | 84.5 | 87.4 |