Time-series Classification on Sleep-EDF (test)
83.41AccuracySupervised
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SupervisedEvaluation Protocol=end-to-end supervised training, Encoder State=jointly trained2021.06 | 83.41 | 74.78 | |
| TS-TCCEvaluation Protocol=linear evaluation, Encoder State=frozen pretrained2021.06 | 83 | 73.57 | |
| CPCEvaluation Protocol=linear evaluation, Encoder State=frozen pretrained2021.06 | 82.82 | 73.94 | |
| SimCLREvaluation Protocol=linear evaluation, Encoder State=frozen pretrained2021.06 | 78.91 | 68.6 | |
| SSL-ECGEvaluation Protocol=linear evaluation, Encoder State=frozen pretrained2021.06 | 74.58 | 65.44 | |
| Random InitializationEvaluation Protocol=linear evaluation, Encoder State=randomly initialized2021.06 | 35.61 | 23.8 |