Motor Imagery Classification on BCI Comp. IV2b (2 Classes)
0.7648AccuracyEEGNeX SuLoRA
Evaluation results
| Method | Links | |
|---|---|---|
| EEGNeX SuLoRATotal # Params=134 884, Active # Params=64 7402025.10 | 0.7648 | |
| PBT SuLoRATotal # Params=1 480 612, Active # Params=935 5882025.10 | 0.7636 | |
| EEGNeX Subject-SpecificTotal # Params=55 972, Active # Params=55 9722025.10 | 0.7592 | |
| PBT Subject-SpecificTotal # Params=867 460, Active # Params=867 4602025.10 | 0.7563 | |
| PBT Subject-AgnosticTotal # Params=867 460, Active # Params=867 4602025.10 | 0.7549 | |
| EEGNeX Subject-AgnosticTotal # Params=55 972, Active # Params=55 9722025.10 | 0.7428 | |
| EEGNex LoRATotal # Params=81 124, Active # Params=10 9802025.10 | 0.6964 | |
| PBT LoRATotal # Params=680 736, Active # Params=135 7122025.10 | 0.537 |