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Dementia detection research benchmarks · SOTA2 Research

Dementia detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

90.14Speaker-level F1 Score

18

Jul 1, 2026

Dementia detection dataset (train)

80.87Unweighted Average Accuracy

9

Feb 26, 2026

ADReSS Challenge (test)

90Precision

8

Jun 17, 2026

Spanish corpus (test)

ASR-agnostic framework

68.5Accuracy

1

Jul 1, 2026

Slovak corpus (test)

ASR-agnostic framework

83.9Accuracy

1

Jul 1, 2026

DementiaBank Pitt Corpus (English) (test)

ASR-agnostic framework

53.2Accuracy

1

Jul 1, 2026

Popular datasets

DementiaBank ADReSSo Dementia detection dataset ADReSS Challenge Slovak corpus

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