ECG classification on PTB-XL 100Hz (test)
0.938All AUROCMULTIRESNET
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| MULTIRESNETnumber of layers=12 MULTIRESBLOCKS, filter size=42023.05 | 0.938 | 0.939 | 0.934 | 0.934 | 0.897 | 0.975 | |
| S42023.05 | 0.938 | 0.939 | 0.929 | 0.931 | 0.895 | 0.977 | |
| Spacetime2023.05 | 0.936 | 0.941 | 0.933 | 0.929 | 0.883 | 0.967 | |
| InceptionTime2023.05 | 0.925 | 0.931 | 0.93 | 0.921 | 0.899 | 0.953 | |
| LSTM2023.05 | 0.907 | 0.927 | 0.928 | 0.927 | 0.851 | 0.953 | |
| Transformer2023.05 | 0.857 | 0.876 | 0.882 | 0.887 | 0.771 | 0.831 | |
| Wavelet features2023.05 | 0.849 | 0.855 | 0.859 | 0.874 | 0.757 | 0.89 |