Motor Decoding on HCP motor decoding
98.7AccuracyPIMSM
Evaluation Results
| Method | Links | |
|---|---|---|
| PIMSMLabeled Data Fraction=100%2026.05 | 98.7 | |
| Mamba2Labeled Data Fraction=100%2026.05 | 98.3 | |
| TransformerLabeled Data Fraction=100%2026.05 | 98.2 | |
| 1DCNNLabeled Data Fraction=100%2026.05 | 97.8 | |
| TransformerLabeled Data Fraction=10%2026.05 | 96.7 | |
| PIMSMLabeled Data Fraction=10%2026.05 | 96.3 | |
| Mamba2Labeled Data Fraction=10%2026.05 | 96.3 | |
| 1DCNNLabeled Data Fraction=10%2026.05 | 95.6 | |
| TransformerLabeled Data Fraction=5%2026.05 | 94.8 | |
| PIMSMLabeled Data Fraction=5%2026.05 | 94 | |
| Mamba2Labeled Data Fraction=5%2026.05 | 93.4 | |
| 1DCNNLabeled Data Fraction=5%2026.05 | 92.7 | |
| PIMSMLabeled Data Fraction=1%2026.05 | 79.7 | |
| TransformerLabeled Data Fraction=1%2026.05 | 77.4 | |
| Mamba2Labeled Data Fraction=1%2026.05 | 75.2 | |
| 1DCNNLabeled Data Fraction=1%2026.05 | 70.9 |