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Motor decoding on HCP motor 3 TRs truncation
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94.4
Accuracy
PIMSM
87.12
89.01
90.9
92.79
May 8, 2026
Accuracy
CKA
dCor
Updated 15d ago
Evaluation Results
Method
Method
Links
Accuracy
CKA
dCor
PIMSM
Temporal Context=3 TRs
2026.05
94.4
85.4
87.8
PIMSM
variant=learnable Δ, T...
2026.05
93.7
86.5
88.1
PIMSM
variant=random Δ, Temp...
2026.05
93.4
84.6
87.3
Mamba2
Temporal Context=3 TRs
2026.05
93.1
78.6
81.7
Transformer
Temporal Context=3 TRs
2026.05
92.7
83.9
86.4
1DCNN
Temporal Context=3 TRs
2026.05
87.4
58.5
65.8
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