Sleep Stage Classification on SleepEDF 78
0.95F1 (Overall)
Ours
Updated 24d ago
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
2025.12 | 0.95 | - | - | - | - | - | - | - | - | 0.96 | 0.94 | |
2025.12 | 0.937 | - | - | - | - | - | - | - | - | 0.929 | 0.946 | |
2025.12 | 0.931 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.92 | - | - | - | - | - | - | - | - | 0.923 | 0.918 | |
2025.12 | 0.92 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.917 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.871 | - | - | - | - | - | - | - | - | 0.845 | 0.899 | |
2025.12 | 0.87 | - | - | - | - | - | - | - | - | 0.86 | 0.89 | |
2025.12 | 0.869 | - | - | - | - | - | - | - | - | 0.849 | 0.891 | |
2025.12 | 0.858 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.85 | - | - | - | - | - | - | - | - | 0.85 | 0.88 | |
2025.12 | 0.85 | - | - | - | - | - | - | - | - | 0.835 | 0.865 | |
2025.12 | 0.84 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.83 | - | - | - | - | - | - | - | - | 0.83 | 0.84 | |
2025.12 | 0.824 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.821 | - | - | - | - | - | - | - | - | 0.823 | 0.82 | |
2025.12 | 0.82 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.812 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.801 | - | - | - | - | - | - | - | - | 0.842 | 0.765 | |
2025.12 | 0.8 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.76 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.75 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.742 | - | - | - | - | - | - | - | - | 0.731 | 0.753 | |
2025.12 | 0.736 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.59 | - | - | - | - | - | - | - | - | 0.64 | 0.54 | |
2025.12 | 0.523 | - | - | - | - | - | - | - | - | 0.604 | 0.462 | |
2025.12 | 0.517 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.51 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.44 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 0.421 | - | - | - | - | - | - | - | - | 0.453 | 0.392 | |
2025.02 | - | 0.846 | 0.791 | 0.787 | 0.931 | 0.506 | 0.865 | 0.806 | 0.845 | - | - | |
2025.02 | - | 0.846 | 0.79 | 0.787 | 0.935 | 0.504 | 0.865 | 0.805 | 0.842 | - | - | |
2025.02 | - | 0.844 | 0.785 | 0.784 | 0.933 | 0.493 | 0.865 | 0.788 | 0.846 | - | - | |
2025.02 | - | 0.844 | 0.787 | 0.784 | 0.933 | 0.494 | 0.864 | 0.8 | 0.842 | - | - | |
2025.02 | - | 0.84 | 0.779 | 0.778 | 0.933 | 0.499 | 0.86 | 0.787 | 0.818 | - | - | |
2025.02 | - | 0.826 | 0.764 | 0.76 | - | - | - | - | - | - | - | |
2025.02 | - | 0.814 | 0.743 | 0.743 | 0.917 | 0.404 | 0.843 | 0.779 | 0.772 | - | - | |
2025.02 | - | 0.8 | 0.736 | 0.73 | 0.917 | 0.441 | 0.825 | 0.735 | 0.761 | - | - | |
2025.01 | - | 0.77 | 0.673 | 0.673 | - | - | - | - | - | - | - | |
2025.01 | - | 0.76 | 0.628 | 0.655 | - | - | - | - | - | - | - | |
2025.01 | - | 0.799 | 0.71 | 0.716 | - | - | - | - | - | - | - | |
2025.01 | - | 0.753 | 0.662 | 0.653 | - | - | - | - | - | - | - | |
2025.01 | - | 0.66 | 0.54 | 0.52 | - | - | - | - | - | - | - | |
2025.01 | - | 0.792 | 0.68 | 0.701 | - | - | - | - | - | - | - | |
2025.01 | - | 0.801 | 0.71 | 0.717 | - | - | - | - | - | - | - | |
2025.01 | - | 0.78 | 0.67 | 0.686 | - | - | - | - | - | - | - | |
2025.01 | - | 0.692 | 0.555 | 0.562 | - | - | - | - | - | - | - | |
2025.01 | - | 0.807 | 0.747 | 0.733 | - | - | - | - | - | - | - | |
2025.01 | - | 0.81 | 0.739 | 0.734 | - | - | - | - | - | - | - | |
2025.01 | - | 0.806 | 0.731 | 0.727 | - | - | - | - | - | - | - | |
2025.01 | - | 0.762 | 0.681 | 0.668 | - | - | - | - | - | - | - | |
2025.01 | - | 0.798 | 0.736 | 0.722 | - | - | - | - | - | - | - | |
2025.01 | - | 0.808 | 0.724 | 0.728 | - | - | - | - | - | - | - | |
2025.01 | - | 0.814 | 0.738 | 0.737 | - | - | - | - | - | - | - |