Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Fatigue Classification research benchmarks · SOTA2 Research

Fatigue Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

VPFD (evaluation)

Heterogeneous Multi-Source Fatigue Detection Framework

89.17Accuracy

8

Jun 18, 2026

VPFD w/ EEG+ECG TimeMixer (evaluation)

Heterogeneous Multi-Source Fatigue Detection Framework

92.86Accuracy

4

Jun 18, 2026

VPFD EEG+ECG MLP (evaluation)

Heterogeneous Multi-Source Fatigue Detection Framework

92.12Accuracy

4

Jun 18, 2026

VPFD w/ ECG (TimeMixer) (test)

Heterogeneous Multi-Source Fatigue Detection Framework

92.56Accuracy

4

Jun 18, 2026

VPFD w/ ECG MLP (evaluation)

Heterogeneous Multi-Source Fatigue Detection Framework

86.99Accuracy

4

Jun 18, 2026

VPFD w/ EEG (MLP) (evaluation)

Heterogeneous Multi-Source Fatigue Detection Framework

88.77Accuracy

4

Jun 18, 2026

Popular datasets

Follow for updates

Join SOTA2 Contact