Sleep Stage Classification on ANPHY-Sleep (test)
80AccuracyDeepSleep
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DeepSleepTrials per class=10002025.12 | 80 | 77 | 76 | |
| EEG-D3 + linearTrials per class=1002025.12 | 77 | 74 | 70 | |
| EEG-D3 + linearTrials per class=10002025.12 | 77 | 73 | 70 | |
| EEG-D3 + linearTrials per class=78782025.12 | 77 | 74 | 70 | |
| DeepSleepTrials per class=78782025.12 | 76 | 76 | 73 | |
| EEG-D3 + linearTrials per class=102025.12 | 75 | 72 | 69 | |
| EEG-D3 + linearTrials per class=42025.12 | 67 | 67 | 64 | |
| DeepSleepTrials per class=1002025.12 | 67 | 68 | 64 | |
| EEG-D3 + linearTrials per class=22025.12 | 66 | 63 | 61 | |
| EEG-D3 + linearTrials per class=12025.12 | 52 | 56 | 49 | |
| DeepSleepTrials per class=102025.12 | 51 | 51 | 47 | |
| DeepSleepTrials per class=42025.12 | 42 | 46 | 39 | |
| DeepSleepTrials per class=22025.12 | 37 | 40 | 33 | |
| DeepSleepTrials per class=12025.12 | 24 | 28 | 19 |