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ResearchFormerly WizWand

Motor Decoding on HCP Full block

98.7AccuracyPIMSM
-2.9308823.4540649.83976.22394May 8, 2026
Updated 5mo ago

Evaluation results

MethodLinks
PIMSMΔ Type=spectrum-derived2026.0598.7
Mamba22026.0598.3
PIMSMΔ Type=random2026.0598.3
Transformer2026.0598.2
PIMSMΔ Type=learnable2026.0598.2
1DCNN2026.0597.8
PIMSMTemporal Context=Full block2026.050.987
Mamba2Temporal Context=Full block2026.050.983
PIMSMvariant=random Δ, Temporal Context=Full block2026.050.983
TransformerTemporal Context=Full block2026.050.982
PIMSMvariant=learnable Δ, Temporal Context=Full block2026.050.982
1DCNNTemporal Context=Full block2026.050.978