EEG decoding on RSVP Task plane subject-independent (test)
88.01Balanced Accuracy (BA)TSformer
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TSformerDecoding Mode=subject-independent2024.01 | 88.01 | 83.88 | 7.86 | |
| CAW-STSTDecoding Mode=subject-independent2024.01 | 86.62 | 81.72 | 8.47 | |
| PPNNDecoding Mode=subject-independent2024.01 | 86.26 | 81.49 | 8.97 | |
| TCN-TDecoding Mode=subject-independent2024.01 | 85.92 | 80.19 | 8.34 | |
| EEG-conformerDecoding Mode=subject-independent2024.01 | 85.51 | 81.09 | 10.06 | |
| LeeNetDecoding Mode=subject-independent2024.01 | 84.91 | 81.59 | 11.78 | |
| EEGNetDecoding Mode=subject-independent2024.01 | 84.21 | 81.01 | 12.59 | |
| MCNNDecoding Mode=subject-independent2024.01 | 83.57 | 76.93 | 9.77 | |
| MDRMDecoding Mode=subject-independent2024.01 | 82.19 | 76.1 | 11.73 | |
| HDCADecoding Mode=subject-independent2024.01 | 81.37 | 78.34 | 15.59 | |
| PLNetDecoding Mode=subject-independent2024.01 | 79.78 | 73.81 | 14.24 |