Sleep Stage Classification on private dataset
86.42Accuracy (ACC)GamSleepNet
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| GamSleepNetParameters=30.86k2026.07 | 86.42 | 86.08 | 0.8199 | 83.58 | 78.09 | 81.54 | 93.31 | 95 | |
| SleepycoParameters=2.38M2026.07 | 86.13 | 81.05 | 0.7914 | 71.01 | 70.43 | 82.83 | 97.73 | 94.66 | |
| SleepTransformerParameters=18.99M2026.07 | 85.18 | 79.74 | 0.7978 | 72.09 | 43.7 | 86.17 | 95.36 | 93.64 | |
| DeepSleepNetParameters=24.7M2026.07 | 83.81 | 79.44 | 0.7591 | 89.51 | 64.21 | 77.89 | 98.11 | 95.02 | |
| TinySleepNetParameters=1.36M2026.07 | 74.23 | 65.76 | 0.6116 | 77.35 | 60 | 80.32 | 80.46 | 54.11 |