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Papers Benchmarks Datasets Tasks

TADPOLE dataset and benchmarks · SOTA2 Research

Research Datasets

TADPOLE

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Alzheimer's disease classification

TADPOLE

100AUC

28

Binary Classification

Tadpole CN vs MCI (test)

100AUC

20

Binary Classification

Tadpole MCI vs AD (test)

1AUC

12

Alzheimer's disease progression prediction

TADPOLE (transductive)

88.7Accuracy

6

Longitudinal cortical thickness prediction

TADPOLE (All)

0.092MAE

6

Longitudinal cortical thickness prediction

TADPOLE AD

0.099MAE

6

Longitudinal cortical thickness prediction

TADPOLE (MCI)

0.092MAE

6

Longitudinal cortical thickness prediction

TADPOLE (CN)

0.082MAE

6

Progression Event Prediction

TADPOLE

0.912AUROC

5

MMSE Score Prediction

TADPOLE

1.619MAE

5

Three-class classification

Tadpole Dataset

—Primary metric

0

Popular tasks

Longitudinal cortical thickness prediction Binary Classification Alzheimer's disease progression prediction Alzheimer's disease classification Three-class classification

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