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Papers Benchmarks Datasets Tasks

Cognitive Load Classification research benchmarks · SOTA2 Research

Cognitive Load Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CL-Drive (LOSO)

83.1Accuracy (LOSO)

8

May 22, 2026

CL-Drive (K-Fold)

86.2Accuracy

8

May 22, 2026

76.8Accuracy

8

May 22, 2026

81.3Accuracy

8

May 22, 2026

MentalArithmetic (test)

77.43Accuracy (Baseline)

6

Mar 6, 2026

Driving Simulator Data

89.6Accuracy

5

Jun 19, 2026

Integrated Driving Simulator, fNIRS, and Eye-tracking dataset

99.82Accuracy

5

Jun 19, 2026

Popular datasets

CL-Drive CLARE MentalArithmetic Integrated Driving Simulator, fNIRS, and Eye-tracking dataset Driving Simulator Data

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