Motor decoding on HCP motor 3 TRs truncation
94.4AccuracyPIMSM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PIMSMTemporal Context=3 TRs2026.05 | 94.4 | 85.4 | 87.8 | |
| PIMSMvariant=learnable Δ, Temporal Context=3 TRs2026.05 | 93.7 | 86.5 | 88.1 | |
| PIMSMvariant=random Δ, Temporal Context=3 TRs2026.05 | 93.4 | 84.6 | 87.3 | |
| Mamba2Temporal Context=3 TRs2026.05 | 93.1 | 78.6 | 81.7 | |
| TransformerTemporal Context=3 TRs2026.05 | 92.7 | 83.9 | 86.4 | |
| 1DCNNTemporal Context=3 TRs2026.05 | 87.4 | 58.5 | 65.8 |