11-class movement classification on EEG-EMG Inter-subject
32AccuracyFMCA-T
Evaluation Results
| Method | Links | |
|---|---|---|
| FMCA-TLearning paradigm=EEG-EMG Dependence2024.10 | 32 | |
| Deep4Learning paradigm=Supervised2024.10 | 27.4 | |
| VicRegLearning paradigm=Self-Supervised2024.10 | 27.4 | |
| Barlow TwinsLearning paradigm=Self-Supervised2024.10 | 26.9 | |
| EEG-ConformerLearning paradigm=Supervised2024.10 | 26.8 | |
| SimCLRLearning paradigm=Self-Supervised2024.10 | 25.7 | |
| FMCA-LDLearning paradigm=EEG-EMG Dependence2024.10 | 25.7 | |
| EEGNetLearning paradigm=Supervised2024.10 | 24.6 | |
| VanillaLearning paradigm=Supervised2024.10 | 22 | |
| Deep4Learning paradigm=Supervised2024.10 | 14 | |
| FMCA-TLearning paradigm=EEG-EMG Dependence2024.10 | 12.1 | |
| SimCLRLearning paradigm=Self-Supervised2024.10 | 11.7 | |
| Barlow TwinsLearning paradigm=Self-Supervised2024.10 | 11.5 | |
| VicRegLearning paradigm=Self-Supervised2024.10 | 11.5 | |
| FMCA-LDLearning paradigm=EEG-EMG Dependence2024.10 | 11.5 | |
| VanillaLearning paradigm=Supervised2024.10 | 11 | |
| EEG-ConformerLearning paradigm=Supervised2024.10 | 10.5 | |
| EEGNetLearning paradigm=Supervised2024.10 | 9.5 |