3-class movement classification on EEG-EMG-Fusion cross-subject (test 5 subjects)
54AccuracyFMCA-T
Evaluation results
| Method | Links | |
|---|---|---|
| FMCA-TParadigm=EEG-EMG Dependence2024.10 | 54 | |
| FMCA-LDParadigm=EEG-EMG Dependence2024.10 | 50.9 | |
| VicRegParadigm=Self-Supervised2024.10 | 44.9 | |
| SimCLRParadigm=Self-Supervised2024.10 | 44.1 | |
| Barlow TwinsParadigm=Self-Supervised2024.10 | 43.7 | |
| Deep4Paradigm=Supervised2024.10 | 42.9 | |
| VanillaParadigm=Supervised2024.10 | 42.7 | |
| EEG-ConformerParadigm=Supervised2024.10 | 41.5 | |
| CSP-RLDAParadigm=Supervised2024.10 | 40.8 | |
| EEGNetParadigm=Supervised2024.10 | 40.5 |