Sleep Staging on ZUAMHCS external (test)
81.8AccuracyLPSGM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LPSGMInput modality=Signal2026.03 | 81.8 | 77.5 | 75 | |
| SeqSleepNetInput modality=Signal2026.03 | 81.2 | 75.7 | 73.7 | |
| SleepVLMInput modality=Image2026.03 | 81.2 | 76.6 | 74.3 | |
| RobustSleepNetInput modality=Signal2026.03 | 79.9 | 75.7 | 72.5 | |
| SleepDGInput modality=Signal2026.03 | 79.8 | 74.9 | 71.9 | |
| ResNet-18Input modality=Image2026.03 | 79.3 | 74.7 | 71.7 | |
| TinySleepNetInput modality=Signal2026.03 | 78.6 | 74.1 | 71.2 | |
| U-SleepInput modality=Signal2026.03 | 78.1 | 72 | 69.7 | |
| SalientSleepNetInput modality=Signal2026.03 | 77.8 | 73.2 | 69.3 | |
| U-TimeInput modality=Signal2026.03 | 77.6 | 71.5 | 69.1 | |
| SleepXViTInput modality=Image2026.03 | 77.6 | 72.4 | 69.4 | |
| AttnSleepInput modality=Signal2026.03 | 75.2 | 70.1 | 66.6 | |
| ResnetMHAInput modality=Signal2026.03 | 75.1 | 71.2 | 66.7 | |
| DeepSleepNetInput modality=Signal2026.03 | 74.9 | 70.1 | 65.8 | |
| XSleepNetInput modality=Signal2026.03 | 72.7 | 66.1 | 63.4 |