ECG Classification on PTB 10% labeled train (test)
88.49AccuracyCOMET
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| COMETFine-tuning=Full, Labeled training data fraction=10%2023.10 | 88.49 | 88.98 | 81.65 | 84.01 | 94.83 | 92.48 | |
| CLOCSFine-tuning=Full, Labeled training data fraction=10%2023.10 | 88.25 | 88.64 | 81.4 | 83.84 | 91.91 | 89.76 | |
| Mixing-upFine-tuning=Full, Labeled training data fraction=10%2023.10 | 87.05 | 86.56 | 80.61 | 82.62 | 89.28 | 87.22 | |
| TF-CFine-tuning=Full, Labeled training data fraction=10%2023.10 | 85.37 | 82.8 | 79.94 | 81.09 | 81.57 | 84.57 | |
| SimCLRFine-tuning=Full, Labeled training data fraction=10%2023.10 | 83.84 | 87.19 | 72.51 | 75.44 | 87.19 | 69.99 | |
| TS-TCCFine-tuning=Full, Labeled training data fraction=10%2023.10 | 83.38 | 85.11 | 72.24 | 75.27 | 86.06 | 84.34 | |
| TS2vecFine-tuning=Full, Labeled training data fraction=10%2023.10 | 82.49 | 80.39 | 83.35 | 80.18 | 93.03 | 92.81 |