Steady-State Visual Evoked Potential Classification on OpenBMI
93.71AccuracyEEGNet
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| EEGNetPrecision (bits)=162026.06 | 93.71 | 93.73 | 93.7 | 0.92 | |
| EEGNetPrecision (bits)=82026.06 | 93.67 | 93.69 | 93.57 | 0.92 | |
| EEGNetPrecision (bits)=322026.06 | 93.65 | 93.67 | 93.49 | 0.92 | |
| SwitchBraidNetPrecision (bits)=322026.06 | 93.48 | 93.49 | 92.94 | 0.91 | |
| SwitchBraidNetPrecision (bits)=162026.06 | 93.42 | 93.44 | 92.74 | 0.91 | |
| SwitchBraidNetPrecision (bits)=82026.06 | 93.4 | 93.41 | 92.69 | 0.91 | |
| DeepConvNetPrecision (bits)=322026.06 | 93.32 | 93.33 | 92.42 | 0.91 | |
| DeepConvNetPrecision (bits)=162026.06 | 93.26 | 93.29 | 92.21 | 0.91 | |
| DeepConvNetPrecision (bits)=82026.06 | 93.24 | 93.25 | 92.15 | 0.91 | |
| TSceptionPrecision (bits)=322026.06 | 92.21 | 92.24 | 88.9 | 0.9 | |
| TSceptionPrecision (bits)=162026.06 | 91.99 | 92.01 | 88.22 | 0.89 | |
| TSceptionPrecision (bits)=82026.06 | 91.66 | 91.66 | 87.22 | 0.89 | |
| ShallowConvNetPrecision (bits)=322026.06 | 86.77 | 86.78 | 73.58 | 0.82 | |
| ShallowConvNetPrecision (bits)=162026.06 | 86.33 | 86.34 | 72.46 | 0.82 | |
| ShallowConvNetPrecision (bits)=82026.06 | 83.02 | 82.8 | 64.42 | 0.77 |