Ventricular tachycardia detection on Challenge VT 2015 (N=343)
97.65TPRFCN
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| FCNTraining Paradigm=Supervised2026.06 | 97.65 | 28.52 | 44.17 | 46.03 | 30.12 | 68.69 | |
| SimCLRTraining Paradigm=Self-supervised, Pre-training dataset=VTaC2026.06 | 90.59 | 25.56 | 37.68 | 42.44 | 27.74 | 56.6 | |
| CMSCTraining Paradigm=Self-supervised, Pre-training dataset=VTaC2026.06 | 89.41 | 28.89 | 39.42 | 43.08 | 28.38 | 59.13 | |
| SL-S4WaveTraining Paradigm=Self-supervised, Pre-training dataset=VTaC2026.06 | 89.41 | 90.37 | 81.84 | 81.56 | 75.52 | 91.98 | |
| TS2VecTraining Paradigm=Self-supervised, Pre-training dataset=VTaC2026.06 | 88.24 | 36.3 | 43.82 | 45.17 | 30.41 | 69.52 | |
| TS-TCCTraining Paradigm=Self-supervised, Pre-training dataset=VTaC2026.06 | 80 | 60.74 | 54.97 | 52.54 | 39.21 | 75.19 | |
| Rule-basedTraining Paradigm=Rule-based2026.06 | 76.47 | 85.18 | 67.81 | 68.42 | 61.9 | — | |
| ECGFounderTraining Paradigm=Self-supervised, Pre-training dataset=VTaC2026.06 | 67.27 | 71.92 | 50.84 | 57.62 | 50.49 | 77.62 | |
| TF-CTraining Paradigm=Self-supervised, Pre-training dataset=VTaC2026.06 | 67.06 | 49.63 | 40.6 | 41.68 | 31.03 | 63.14 | |
| TransformerTraining Paradigm=Supervised2026.06 | 66.67 | 81.82 | 61.11 | 59.43 | 55.71 | 76.97 | |
| ECG-JEPATraining Paradigm=Self-supervised, Pre-training dataset=VTaC2026.06 | 57.28 | 71.15 | 44.52 | 50.75 | 45.83 | 74.27 |