EEG decoding on RSVP Task car subject-independent (test)
85.88BATSformer
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TSformerDecoding Mode=subject-independent2024.01 | 85.88 | 82.69 | 10.92 | |
| TCN-TDecoding Mode=subject-independent2024.01 | 84.5 | 80.02 | 11.01 | |
| CAW-STSTDecoding Mode=subject-independent2024.01 | 84.1 | 80.44 | 12.22 | |
| MCNNDecoding Mode=subject-independent2024.01 | 83.95 | 79.77 | 11.86 | |
| EEG-conformerDecoding Mode=subject-independent2024.01 | 83.56 | 80.71 | 13.58 | |
| PPNNDecoding Mode=subject-independent2024.01 | 83.42 | 78.36 | 11.52 | |
| LeeNetDecoding Mode=subject-independent2024.01 | 83.01 | 79.21 | 13.18 | |
| EEGNetDecoding Mode=subject-independent2024.01 | 82.85 | 80.75 | 15.04 | |
| MDRMDecoding Mode=subject-independent2024.01 | 80.92 | 77.49 | 15.64 | |
| HDCADecoding Mode=subject-independent2024.01 | 80.12 | 78.4 | 18.14 | |
| PLNetDecoding Mode=subject-independent2024.01 | 78.11 | 73.34 | 17.1 |