ECG rhythm classification on Icentia11k in-distribution
0.98Macro AUROCS4ECG
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| S4ECGModel Type=Multi-window Model, Input Windows=302025.10 | 0.98 | 0.9944 | 0.9811 | 0.9645 | 0.9869 | |
| S4ECGModel Type=Multi-window Model, Input Windows=102025.10 | 0.9762 | 0.9953 | 0.9764 | 0.957 | 0.9048 | |
| S4ECGModel Type=Multi-window Model, Input Windows=202025.10 | 0.9751 | 0.9948 | 0.9746 | 0.9559 | 0.9645 | |
| S4ECGModel Type=Multi-window Model, Input Windows=402025.10 | 0.9742 | 0.9936 | 0.9717 | 0.9572 | 0.9607 | |
| S4Model Type=Single-window Model, Input Windows=12025.10 | 0.9702 | 0.9931 | 0.9665 | 0.951 | 0.9033 | |
| S4ECGModel Type=Multi-window Model, Input Windows=502025.10 | 0.9669 | 0.9947 | 0.9644 | 0.9416 | 0.9771 | |
| ResNetModel Type=Single-window Model, Input Windows=12025.10 | 0.9663 | 0.9846 | 0.9711 | 0.943 | 0.9008 | |
| S4ECGModel Type=Multi-window Model, Input Windows=602025.10 | 0.9637 | 0.9943 | 0.963 | 0.9337 | 0.9644 |