ECG Classification on PTB 1% labeled training data (test)
90.52AccuracyCOMET
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| COMETFine-tuning=Full, Labeled training data fraction=1%2023.10 | 90.52 | 88.58 | 88.23 | 88.23 | 95.08 | 93.78 | |
| CLOCSFine-tuning=Full, Labeled training data fraction=1%2023.10 | 88.8 | 88.11 | 84.47 | 85.57 | 94.73 | 94.04 | |
| TF-CFine-tuning=Full, Labeled training data fraction=1%2023.10 | 85.82 | 82.79 | 81.86 | 82.21 | 89.14 | 89.47 | |
| Mixing-upFine-tuning=Full, Labeled training data fraction=1%2023.10 | 84.71 | 82.33 | 78.17 | 79.81 | 89.04 | 84.67 | |
| SimCLRFine-tuning=Full, Labeled training data fraction=1%2023.10 | 84.19 | 87.15 | 73.21 | 76.31 | 87.15 | 70.58 | |
| TS2vecFine-tuning=Full, Labeled training data fraction=1%2023.10 | 81.95 | 78.78 | 83.83 | 79.77 | 90.99 | 88.69 | |
| TS-TCCFine-tuning=Full, Labeled training data fraction=1%2023.10 | 78.61 | 78.27 | 64.56 | 66.23 | 79.97 | 76.98 |