Arrhythmia Classification on PhysioNet Challenge Extreme Tachycardia ETC 2015 (test)
97.65TPRFCN
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| FCNLearning Strategy=Supervised, S4 d state setting=642026.06 | 97.65 | 28.52 | 44.17 | 46.03 | 30.12 | 68.69 | |
| TS2VecLearning Strategy=Self-supervised, Pre-training Dataset=VTaC, S4 d state setting=642026.06 | 95 | 60 | 80.34 | 95.74 | 96.59 | 66.67 | |
| FCNLearning Strategy=Supervised, S4 d state setting=642026.06 | 94.17 | 40 | 74.47 | 94.56 | 94.96 | 77.92 | |
| SL-S4WaveLearning Strategy=Self-supervised, Pre-training Dataset=VTaC, S4 d state setting=642026.06 | 94.12 | 87.78 | 84.67 | 80.82 | 70.85 | 90.95 | |
| SimCLRLearning Strategy=Self-supervised, Pre-training Dataset=VTaC, S4 d state setting=642026.06 | 93.33 | 40 | 72.58 | 94.1 | 94.89 | 56.67 | |
| SL-S4WaveLearning Strategy=Self-supervised, Pre-training Dataset=VTaC, S4 d state setting=642026.06 | 91.67 | 100 | 70.59 | 95.65 | 100 | 95.83 | |
| CMSCLearning Strategy=Self-supervised, Pre-training Dataset=VTaC, S4 d state setting=642026.06 | 90.83 | 50 | 65.7 | 93.15 | 95.61 | 61.25 | |
| SimCLRLearning Strategy=Self-supervised, Pre-training Dataset=VTaC, S4 d state setting=642026.06 | 90.59 | 25.56 | 37.68 | 42.44 | 27.74 | 56.6 | |
| S4WaveLearning Strategy=Supervised, S4 d state setting=642026.06 | 90 | 100 | 66.56 | 94.72 | 100 | 95 | |
| CMSCLearning Strategy=Self-supervised, Pre-training Dataset=VTaC, S4 d state setting=642026.06 | 89.41 | 28.89 | 39.42 | 43.08 | 28.38 | 59.13 | |
| TS2VecLearning Strategy=Self-supervised, Pre-training Dataset=VTaC, S4 d state setting=642026.06 | 88.24 | 36.3 | 43.82 | 45.17 | 30.41 | 69.52 | |
| S4WaveLearning Strategy=Supervised, S4 d state setting=642026.06 | 87.06 | 87.41 | 77.74 | 76.97 | 69.7 | 92.11 | |
| TF-CLearning Strategy=Self-supervised, Pre-training Dataset=VTaC, S4 d state setting=642026.06 | 80.83 | 60 | 47.65 | 87.66 | 96.07 | 64.17 | |
| TS-TCCLearning Strategy=Self-supervised, Pre-training Dataset=VTaC, S4 d state setting=642026.06 | 80 | 60.74 | 54.97 | 52.54 | 39.21 | 75.19 | |
| TS-TCCLearning Strategy=Self-supervised, Pre-training Dataset=VTaC, S4 d state setting=642026.06 | 74.17 | 50 | 37.73 | 83.07 | 94.65 | 60.42 | |
| ECGFounderLearning Strategy=Self-supervised, Pre-training Dataset=VTaC, S4 d state setting=642026.06 | 74.17 | 40 | 37.06 | 80.51 | 88.24 | 66.25 | |
| ECGFounderLearning Strategy=Self-supervised, Pre-training Dataset=VTaC, S4 d state setting=642026.06 | 67.27 | 71.92 | 50.84 | 57.62 | 50.49 | 77.62 | |
| TF-CLearning Strategy=Self-supervised, Pre-training Dataset=VTaC, S4 d state setting=642026.06 | 67.06 | 49.63 | 40.6 | 41.68 | 31.03 | 63.14 | |
| 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 | |
| ECG-JEPALearning Strategy=Self-supervised, Pre-training Dataset=VTaC, S4 d state setting=642026.06 | 57.28 | 71.15 | 44.52 | 50.75 | 45.83 | 74.27 |