Sleep Stage Classification on DOD-O (test)
88.3Overall F1 ScoreSimpleSleepNet
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| SimpleSleepNet2019.10 | 88.3 | 88.7 | 82.3 | 91.7 | 55.4 | 89.7 | 64.8 | 86.5 | |
| Scorers (best)2019.10 | 88 | 87.5 | 80.5 | 92.7 | 48.5 | 88.3 | 63.7 | 86.5 | |
| DeepSleepNet2019.10 | 87.5 | 87.5 | 80.4 | 88.6 | 49.2 | 89.1 | 68 | 85.5 | |
| SeqSleepNet2019.10 | 85.1 | 85.5 | 77.2 | 86.6 | 48.6 | 88.1 | 60.8 | 79.4 | |
| Chambon et al.2019.10 | 85 | 85.1 | 76.6 | 84 | 41.3 | 88 | 60.6 | 81.4 | |
| Scorers (avg.)2019.10 | 84.8 | 85 | 76.5 | 90.8 | 44.9 | 85.6 | 56.9 | 85.6 | |
| Scorer (worst)2019.10 | 82.8 | 84.3 | 75.4 | 90.9 | 44.5 | 84.5 | 46.6 | 86.5 | |
| Mixed NN2019.10 | 81.9 | 82.1 | 72.5 | 84.8 | 49.7 | 85.6 | 61.8 | 71.8 | |
| Tsinalis et al. (CNN)2019.10 | 79.1 | 79.4 | 67.6 | 76.2 | 30.6 | 84 | 59.8 | 66.3 |