ECG Classification on Chapman
97.22F1 ScoreLightX3ECG (w/o pruning)
Evaluation results
| Method | Links | |
|---|---|---|
| LightX3ECG (w/o pruning)No. Params (M)=5.31, No. FLOPs (B)=1.34, Size (MB)=19.282022.07 | 97.22 | |
| LightX3ECGNo. Params (M)=5.31, No. FLOPs (B)=1.34, Size (MB)=6.522022.07 | 97.18 | |
| 1D-SEResNet34No. Params (M)=16.76, No. FLOPs (B)=5.91, Size (MB)=58.752022.07 | 96.59 | |
| TI-ResNet18No. Params (M)=11.39, No. FLOPs (B)=1.42, Size (MB)=40.512022.07 | 96.47 | |
| 1D-ResNet34No. Params (M)=16.61, No. FLOPs (B)=5.91, Size (MB)=58.182022.07 | 96.24 | |
| InceptionTimeNo. Params (M)=0.45, No. FLOPs (B)=2.29, Size (MB)=1.632022.07 | 94.17 |