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Motor Decoding research benchmarks · SOTA2 Research

Motor Decoding

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

HCP motor decoding

98.7Accuracy

16

May 19, 2026

98.7Accuracy

12

May 19, 2026

0.606R^2

10

Feb 26, 2026

0.448R^2

10

Feb 26, 2026

0.363R^2

10

Feb 26, 2026

0.716R^2

10

Feb 26, 2026

0.673R^2

10

Feb 26, 2026

0.684R^2

10

Feb 26, 2026

0.564R-squared

10

Feb 26, 2026

0.753R^2

10

Feb 26, 2026

HCP motor 3 TRs truncation

94.4Accuracy

6

May 19, 2026

HCP 2 TRs truncation

93.3Accuracy

6

May 19, 2026

Popular datasets

Monkey-R HCP HCP motor

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