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Papers Benchmarks Datasets Tasks

Alzheimer's Disease detection research benchmarks · SOTA2 Research

Alzheimer's Disease detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

DementiaBank (test)

91.5Accuracy

12

Feb 26, 2026

ADReSSo Both 2021 (test)

91.52Accuracy

10

Feb 26, 2026

ADReSSo Text 2021 (test)

90.3Accuracy

10

Feb 26, 2026

Alzheimer's Dataset (DS2)

Brainomaly + AUCp

66.48AUC

9

Jun 9, 2026

Alzheimer's Dataset (DS1)

Brainomaly + AUCp

0.645AUC

9

Jun 9, 2026

85.83Accuracy

8

Jun 5, 2026

ADReSSo 2021 (test)

Multi-View Gated Graph Attention Network

90Accuracy

6

Jul 1, 2026

ADReSSo 2021 (5-fold cross-validation)

Multi-View Gated Graph Attention Network

88.81Accuracy

6

Jul 1, 2026

78.5Acc

5

Feb 26, 2026

ADRESS 2020 (test)

80.5Accuracy

5

Feb 26, 2026

ADRESS 2020 (train)

79.2Accuracy

5

Feb 26, 2026

Popular datasets

ADReSSo ADRESS Alzheimer's Dataset Canary DementiaBank

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