Subject identification on EEG-EMG Inter-subject split
99.8AccuracyFMCA-T
Evaluation results
| Method | Links | |
|---|---|---|
| FMCA-TLearning paradigm=EEG-EMG Dependence2024.10 | 99.8 | |
| FMCA-LDLearning paradigm=EEG-EMG Dependence2024.10 | 98.9 | |
| EEGNetLearning paradigm=Supervised2024.10 | 98.8 | |
| Barlow TwinsLearning paradigm=Self-Supervised2024.10 | 98.7 | |
| VanillaLearning paradigm=Supervised2024.10 | 98 | |
| VicRegLearning paradigm=Self-Supervised2024.10 | 98 | |
| SimCLRLearning paradigm=Self-Supervised2024.10 | 97.9 | |
| EEG-ConformerLearning paradigm=Supervised2024.10 | 97.6 | |
| Deep4Learning paradigm=Supervised2024.10 | 94.1 |