Epilepsy Classification on Epilepsy
97.2ACCTS-TCC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TS-TCCPercentage of labeled training data=100%2026.02 | 97.2 | 95.5 | |
| SupervisedPercentage of labeled training data=100%2026.02 | 96.7 | 94.5 | |
| CPCPercentage of labeled training data=100%2026.02 | 96.4 | 94.4 | |
| SimCLRPercentage of labeled training data=100%2026.02 | 96.1 | 93.5 | |
| FGNOPercentage of labeled training data=100%2026.02 | 94.8 | 90.3 | |
| FGNOPercentage of labeled training data=5%2026.02 | 94.1 | 90.3 | |
| SSL-ECGPercentage of labeled training data=100%2026.02 | 93.7 | 95.1 | |
| TS-TCCPercentage of labeled training data=5%2026.02 | 93.1 | 93.7 | |
| SSL-ECGPercentage of labeled training data=5%2026.02 | 92.8 | 89 | |
| SimCLRPercentage of labeled training data=5%2026.02 | 91.3 | 89.1 | |
| Random InitializationPercentage of labeled training data=100%2026.02 | 90.3 | 81.1 | |
| CPCPercentage of labeled training data=5%2026.02 | 90.2 | 90.2 | |
| SupervisedPercentage of labeled training data=5%2026.02 | 83.4 | 80.4 | |
| Random InitializationPercentage of labeled training data=5%2026.02 | 75.5 | 70.5 |