Arrhythmia Classification on PhysioNet Challenge Ventricular Flutter/Fibrillation 2015 (test)
100TPRFCN
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| FCNLearning Strategy=Supervised, S4 d state setting=642026.06 | 100 | 0 | 15.39 | 26.66 | 15.38 | 50 | |
| S4WaveLearning Strategy=Supervised, S4 d state setting=642026.06 | 100 | 72.73 | 76.92 | 59.65 | 43.71 | 96.36 | |
| SimCLRLearning Strategy=Self-supervised, Pre-training Dataset=VTaC, S4 d state setting=642026.06 | 100 | 0 | 15.39 | 26.66 | 15.38 | 50 | |
| CMSCLearning Strategy=Self-supervised, Pre-training Dataset=VTaC, S4 d state setting=642026.06 | 100 | 0 | 15.39 | 26.66 | 15.38 | 50 | |
| TS2VecLearning Strategy=Self-supervised, Pre-training Dataset=VTaC, S4 d state setting=642026.06 | 100 | 23.64 | 35.38 | 32.4 | 19.35 | 70 | |
| SL-S4WaveLearning Strategy=Self-supervised, Pre-training Dataset=VTaC, S4 d state setting=642026.06 | 100 | 72.73 | 76.92 | 59.17 | 43.05 | 97.27 | |
| TF-CLearning Strategy=Self-supervised, Pre-training Dataset=VTaC, S4 d state setting=642026.06 | 80 | 49.09 | 50.23 | 36.7 | 24.11 | 68.18 | |
| TS-TCCLearning Strategy=Self-supervised, Pre-training Dataset=VTaC, S4 d state setting=642026.06 | 20 | 32.73 | 21.29 | 8 | 5 | 28.64 | |
| ECG-JEPALearning Strategy=Self-supervised, Pre-training Dataset=VTaC, S4 d state setting=642026.06 | 0 | 68.89 | 44.28 | 0 | 0 | 50 | |
| ECGFounderLearning Strategy=Self-supervised, Pre-training Dataset=VTaC, S4 d state setting=642026.06 | 0 | 75.56 | 48.57 | 0 | 0 | 50 |