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Papers Benchmarks Datasets Tasks

Cognitive Assessment Data dataset and benchmarks · SOTA2 Research

Research Datasets

Cognitive Assessment Data

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Level 1: PF (Phonemic Fluency) task score prediction

Cognitive Assessment Data (Hold-out)

0.8Pearson Correlation

1

Level 1: PF (Phonemic Fluency) task score prediction

Cognitive Assessment Data (dev)

0.85Pearson Correlation Coefficient

1

Level 2: LAN (Language Domain) score prediction

Cognitive Assessment Data (Hold-out)

0.68Pearson Correlation

1

Level 2: LAN (Language Domain) score prediction

Cognitive Assessment Data (dev)

0.7Pearson Correlation

1

Level 3: CERAD+ (Total) score prediction

Cognitive Assessment Data (Hold-out)

0.49Pearson Correlation

1

Level 3: CERAD+ (Total) score prediction

Cognitive Assessment Data (dev)

0.58Pearson Correlation

1

Level 3: CERAD+ (Binary) status classification

Cognitive Assessment Data (Hold-out)

65Balanced Accuracy

1

Level 3: CERAD+ (Binary) status classification

Cognitive Assessment Data (dev)

70Balanced Accuracy

1

Level 3: MCI (Binary) status classification

Cognitive Assessment Data (Hold-out)

63Balanced Accuracy

1

Level 3: MCI (Binary) status classification

Cognitive Assessment Data (dev)

62Balanced Accuracy

1

Popular tasks

Level 3: MCI (Binary) status classification Level 3: CERAD+ (Binary) status classification Level 3: CERAD+ (Total) score prediction Level 2: LAN (Language Domain) score prediction Level 1: PF (Phonemic Fluency) task score prediction

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