Hypopnea Detection on SHHS 5% labeled data 1.0 (test)
77.52AccuracySynthSleepNet+TCM
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SynthSleepNet+TCMTraining Type=SSL, Modality=EEG1 + EOG1 + ECG12025.02 | 77.52 | 61.32 | 0.27 | |
| SynthSleepNetTraining Type=SSL, Modality=EEG1 + EOG1 + ECG12025.02 | 76.8 | 60.02 | 0.25 | |
| SynthSleepNet+TCMTraining Type=SSL, Modality=EEG1 + EOG1 + EMG12025.02 | 74.54 | 58.27 | 0.22 | |
| SalientSleepNetTraining Type=Supervised, Modality=EEG1 + EOG1 + ECG12025.02 | 72.97 | 56.37 | 0.19 | |
| SynthSleepNetTraining Type=SSL, Modality=EEG1 + EOG1 + EMG12025.02 | 71.02 | 55.02 | 0.18 | |
| SynthSleepNet+TCMTraining Type=SSL, Modality=EEG1 + EOG12025.02 | 67.73 | 52.33 | 0.14 | |
| SynthSleepNetTraining Type=SSL, Modality=EEG1 + EOG12025.02 | 62.78 | 48.55 | 0.09 | |
| SleepFMTraining Type=SSL, Modality=EEG1 + EOG1 + ECG12025.02 | 61.41 | 47.49 | 0.08 | |
| SleepFMTraining Type=SSL, Modality=EEG1 + EOG1 + EMG12025.02 | 59.11 | 45.82 | 0.06 | |
| SalientSleepNetTraining Type=Supervised, Modality=EEG1 + EOG1 + EMG12025.02 | 51.41 | 40.32 | 0.01 | |
| SleepFMTraining Type=SSL, Modality=EEG1 + EOG12025.02 | 51.13 | 40.14 | 0.01 | |
| SalientSleepNetTraining Type=Supervised, Modality=EEG1 + EOG12025.02 | 50.81 | 40 | 0.01 |