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Benchmarks
Motor Decoding on HCP Full block
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98.7
Accuracy
PIMSM
-2.93088
23.45406
49.839
76.22394
May 8, 2026
Accuracy
Updated 2mo ago
Evaluation Results
Method
Method
Links
Accuracy
PIMSM
Δ Type=spectrum-derived
2026.05
98.7
Mamba2
2026.05
98.3
PIMSM
Δ Type=random
2026.05
98.3
Transformer
2026.05
98.2
PIMSM
Δ Type=learnable
2026.05
98.2
1DCNN
2026.05
97.8
PIMSM
Temporal Context=Full...
2026.05
0.987
Mamba2
Temporal Context=Full...
2026.05
0.983
PIMSM
variant=random Δ, Temp...
2026.05
0.983
Transformer
Temporal Context=Full...
2026.05
0.982
PIMSM
variant=learnable Δ, T...
2026.05
0.982
1DCNN
Temporal Context=Full...
2026.05
0.978
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