Sleep Stage Classification on SHHS (test)
89.89Accuracy
SynthSleepNet + TCM
Updated 4d ago
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
2025.02 | 89.89 | 84.52 | 0.86 | - | - | - | - | - | |
2025.02 | 89.61 | 83.98 | 0.86 | - | - | - | - | - | |
2025.02 | 89.28 | 83.47 | 0.85 | - | - | - | - | - | |
2025.02 | 89.21 | 83.75 | 0.85 | - | - | - | - | - | |
2025.02 | 88.76 | 83.03 | 0.84 | - | - | - | - | - | |
2025.02 | 88.62 | 82.47 | 0.84 | - | - | - | - | - | |
2025.02 | 88.59 | 82.1 | 0.841 | 93 | 52.3 | 89.3 | 85.7 | 90.1 | |
2025.02 | 88.5 | 81.7 | 0.837 | 93.1 | 51.9 | 89.2 | 85.1 | 89.3 | |
2025.02 | 88.46 | 82.3 | 0.84 | 92.9 | 53.5 | 89.1 | 86 | 89.8 | |
2025.02 | 88.35 | 81.4 | 0.838 | 93.1 | 51.1 | 89 | 84.9 | 89.8 | |
2025.02 | 88.31 | 82.01 | 0.84 | - | - | - | - | - | |
2025.02 | 88.2 | 81 | 0.834 | - | - | - | - | - | |
2025.02 | 88.17 | 82.65 | 0.84 | - | - | - | - | - | |
2025.02 | 87.9 | 80.7 | 0.83 | 92.6 | 49.2 | 88.5 | 84.5 | 88.6 | |
2025.02 | 87.7 | 80.1 | 0.828 | 92.2 | 46.1 | 88.3 | 85.2 | 88.6 | |
2025.02 | 87.6 | 80.99 | 0.83 | - | - | - | - | - | |
2025.02 | 87.6 | 80.3 | 0.825 | 92.4 | 48.6 | 88.2 | 83.9 | 88.5 | |
2025.02 | 87.6 | 80.7 | 0.826 | 92 | 49.9 | 88.3 | 85 | 88.2 | |
2025.02 | 87.34 | 81.58 | 0.82 | - | - | - | - | - | |
2025.02 | 87.06 | 80.5 | 0.82 | - | - | - | - | - | |
2025.02 | 86.65 | 79.99 | 0.82 | - | - | - | - | - | |
2025.02 | 86.56 | 79.98 | 0.82 | - | - | - | - | - | |
2025.02 | 86.5 | 78.5 | 0.81 | 91.8 | 49.1 | 88.2 | 83.5 | 88.2 | |
2025.02 | 85.15 | 78.41 | 0.8 | - | - | - | - | - | |
2025.02 | 84.36 | 75.29 | 0.78 | - | - | - | - | - | |
2025.02 | 84.33 | 76.93 | 0.79 | - | - | - | - | - | |
2025.02 | 83.55 | 76 | 0.77 | - | - | - | - | - | |
2025.02 | 83.28 | 73.98 | 0.77 | - | - | - | - | - | |
2025.02 | 83.23 | 75.36 | 0.77 | - | - | - | - | - | |
2025.02 | 82.62 | 74.09 | 0.64 | - | - | - | - | - | |
2025.02 | 81.77 | 72.66 | 0.75 | - | - | - | - | - | |
2025.02 | 81.38 | 72.49 | 0.74 | - | - | - | - | - | |
2025.02 | 81.31 | 75.44 | 0.74 | - | - | - | - | - | |
2025.02 | 81.22 | 71.33 | 0.74 | - | - | - | - | - | |
2025.02 | 80.17 | 71.27 | 0.73 | - | - | - | - | - | |
2025.02 | 80.03 | 70 | 0.73 | - | - | - | - | - | |
2025.02 | 79.96 | 70.47 | 0.73 | - | - | - | - | - | |
2025.02 | 78.93 | 69.96 | 0.71 | - | - | - | - | - | |
2025.02 | 77.34 | 66.49 | 0.69 | - | - | - | - | - | |
2025.02 | 77.29 | 68.25 | 0.69 | - | - | - | - | - | |
2025.02 | 76.31 | 67.28 | 0.68 | - | - | - | - | - | |
2025.02 | 76.24 | 67.19 | 0.68 | - | - | - | - | - | |
2025.02 | 76.11 | 64.14 | 0.53 | - | - | - | - | - | |
2025.02 | 75.35 | 66.36 | 0.66 | - | - | - | - | - | |
2024.04 | 73.86 | 64.12 | - | - | - | - | - | - | |
2024.04 | 73.82 | 63.2 | - | - | - | - | - | - | |
2025.02 | 73.48 | 64.39 | 0.64 | - | - | - | - | - | |
2025.02 | 73.12 | 64.28 | 0.64 | - | - | - | - | - | |
2024.04 | 66.94 | 52.83 | - | - | - | - | - | - | |
2024.04 | 66.68 | 52.83 | - | - | - | - | - | - | |
2025.02 | 65.5 | 57.17 | 0.54 | - | - | - | - | - | |
2024.04 | 58.63 | 48.65 | - | - | - | - | - | - | |
2024.04 | 56.5 | 46.22 | - | - | - | - | - | - | |
2025.02 | 48.5 | 42.49 | 0.33 | - | - | - | - | - |