Arrhythmia Classification on PhysioNet Challenge Asystole ASY 2015 (test)
100TPRS4Wave
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| S4WaveLearning Strategy=Supervised, S4 d state setting=642026.06 | 100 | 77.14 | 81.54 | 67.96 | 51.67 | 88.57 | |
| CMSCLearning Strategy=Self-supervised, Pre-training Dataset=VTaC, S4 d state setting=642026.06 | 100 | 19.05 | 34.62 | 37.04 | 22.73 | 61.52 | |
| SL-S4WaveLearning Strategy=Self-supervised, Pre-training Dataset=VTaC, S4 d state setting=642026.06 | 100 | 80.95 | 84.62 | 72.53 | 57.62 | 99.05 | |
| FCNLearning Strategy=Supervised, S4 d state setting=642026.06 | 96 | 20.95 | 34.56 | 36.35 | 22.42 | 54.1 | |
| SimCLRLearning Strategy=Self-supervised, Pre-training Dataset=VTaC, S4 d state setting=642026.06 | 96 | 19.05 | 33.03 | 35.78 | 21.99 | 53.14 | |
| TS2VecLearning Strategy=Self-supervised, Pre-training Dataset=VTaC, S4 d state setting=642026.06 | 88 | 23.81 | 33.18 | 34.57 | 21.53 | 47.81 | |
| ECG-JEPALearning Strategy=Self-supervised, Pre-training Dataset=VTaC, S4 d state setting=642026.06 | 65 | 20 | 26.81 | 72.87 | 83.96 | 60.42 | |
| TF-CLearning Strategy=Self-supervised, Pre-training Dataset=VTaC, S4 d state setting=642026.06 | 60 | 36.19 | 32.46 | 28.97 | 19.25 | 46.67 | |
| ECGFounderLearning Strategy=Self-supervised, Pre-training Dataset=VTaC, S4 d state setting=642026.06 | 50 | 71.11 | 43.89 | 42.69 | 37.72 | 73.7 | |
| TS-TCCLearning Strategy=Self-supervised, Pre-training Dataset=VTaC, S4 d state setting=642026.06 | 32 | 59.05 | 36.38 | 23.31 | 18.79 | 46.19 |