Working Memory Cognitive Load Recognition on MMWM (test)
64.9Balanced AccuracyDARE-EEG
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DARE-EEGPretrain=true, T.P. (K)=35.42026.05 | 64.9 | 29.76 | 69.15 | 69.15 | |
| BIOTPretrain=true, T.P. (K)=31.22026.05 | 62.53 | 25.05 | 66.67 | 66.67 | |
| BENDRPretrain=true, T.P. (K)=196.12026.05 | 61.83 | 23.65 | 65.33 | 65.33 | |
| ConformerPretrain=false, T.P. (K)=170.02026.05 | 61.31 | 22.62 | 65.73 | 65.73 | |
| EEGPTPretrain=true, T.P. (K)=33.32026.05 | 60.38 | 20.76 | 63.2 | 63.2 | |
| LaBraMPretrain=true, T.P. (K)=13.42026.05 | 59.65 | 19.31 | 61.59 | 61.59 | |
| EEGNetPretrain=false, T.P. (K)=4.22026.05 | 56.6 | 13.19 | 57.27 | 57.27 | |
| DeepCNNPretrain=false, T.P. (K)=284.02026.05 | 56.45 | 12.92 | 59.53 | 59.53 |