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Papers Benchmarks Datasets Tasks

Human Activity Recognition research benchmarks – Page 10 · SOTA2 Research

Human Activity Recognition

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

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—Accuracy

0

Feb 26, 2026

MMA-G Full-Shot (test)

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—Accuracy

0

Feb 26, 2026

UTD-MHAD Full-Shot (test)

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—Accuracy

0

Feb 26, 2026

P-ADL Full-Shot (test)

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—Accuracy

0

Feb 26, 2026

WISDM Full-Shot (test)

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—Accuracy

0

Feb 26, 2026

WHISP Full-Shot (test)

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—Accuracy

0

Feb 26, 2026

Earth Full-Shot (test)

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—Accuracy

0

Feb 26, 2026

UT-Complex Full-Shot (test)

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—Accuracy

0

Feb 26, 2026

MMAct Full-Shot (test)

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—Accuracy

0

Feb 26, 2026

USC-HAD Full-Shot (test)

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—Accuracy

0

Feb 26, 2026

PAMAP2-2 Full-Shot (test)

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—Accuracy

0

Feb 26, 2026

M-Whealth Full-Shot (test)

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—Accuracy

0

Feb 26, 2026

Beach Full-Shot (test)

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—Accuracy

0

Feb 26, 2026

H-STAIR Full-Shot (test)

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—Accuracy

0

Feb 26, 2026

M-STAIR Full-Shot (test)

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—Accuracy

0

Feb 26, 2026

Opportunity Full-Shot (test)

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—Accuracy

0

Feb 26, 2026

Opportunity 20% data (test)

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—Primary metric

0

Feb 26, 2026

PAMAP2 20% data (test)

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—Primary metric

0

Feb 26, 2026

MM-Fit 20% data (test)

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—Primary metric

0

Feb 26, 2026

Page 10 of 10

Popular datasets

UCI-HAR HAR PAMAP2 WISDM OPPORTUNITY

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