4-class EEG Classification on HBN (subject-mixed)
98.7AccuracyS5
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| S5Seg (s)=642026.01 | 98.7 | 0.98 | 25.8 | |
| CNNSeg (s)=642026.01 | 98.3 | 0.98 | 9.8 | |
| S5Seg (s)=1282026.01 | 95.8 | 0.93 | 17.8 | |
| CNNSeg (s)=322026.01 | 94.5 | 0.93 | 7.5 | |
| S5Seg (s)=322026.01 | 94.4 | 0.93 | 19.9 | |
| CNNSeg (s)=1282026.01 | 89.2 | 0.68 | 6.4 | |
| EEGXFSeg (s)=642026.01 | 81.8 | 0.73 | 25.1 | |
| EEGXFSeg (s)=322026.01 | 80.1 | 0.75 | 35.8 | |
| EEGXFSeg (s)=1282026.01 | 76.7 | 0.53 | 6.3 | |
| CNNSeg (s)=162026.01 | 64.7 | 0.65 | 1.2 | |
| EEGXFSeg (s)=162026.01 | 63.4 | 0.64 | 22.9 | |
| S5Seg (s)=162026.01 | 61.3 | 0.61 | 5.1 | |
| EEGXFSeg (s)=82026.01 | 60.3 | 0.61 | 16.2 | |
| S5Seg (s)=82026.01 | 55.3 | 0.55 | 3.9 | |
| CNNSeg (s)=82026.01 | 52.8 | 0.53 | 0.9 |