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Benchmarks
Motor Decoding on HCP 2 TRs truncation
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93.3
Accuracy
PIMSM
84.356
86.678
89
91.322
May 8, 2026
Accuracy
CKA (Full block↔2TR)
dCor (Full block↔2TR)
Updated 15d ago
Evaluation Results
Method
Method
Links
Accuracy
CKA (Full block↔2TR)
dCor (Full block↔2TR)
PIMSM
Δ Type=spectrum-derived
2026.05
93.3
0.812
0.846
Mamba2
2026.05
91.4
0.733
0.77
PIMSM
Δ Type=learnable
2026.05
91.3
0.776
0.804
PIMSM
Δ Type=random
2026.05
88.9
0.737
0.774
Transformer
2026.05
88.4
0.783
0.805
1DCNN
2026.05
84.7
0.559
0.622
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