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Papers Benchmarks Datasets Tasks

Multimodal dataset and benchmarks · SOTA2 Research

Research Datasets

Multimodal

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Classification (SCD vs. MCI)

Multimodal (FC+SC) Dataset (five-fold cross-validation)

75Accuracy (ACC)

12

Classification (HC vs. MCI)

Multimodal FC+SC (five-fold cross-validation)

66.67Accuracy

12

Classification (HC vs. SCD)

Multimodal FC+SC (five-fold cross-validation)

76Accuracy (ACC)

12

Density Estimation

Multimodal

5Rejection Rate

4

Mental health and drug use prediction

Multimodal clinical neuroimaging behavioral

88.2Accuracy

1

Popular tasks

Density Estimation Classification (HC vs. SCD)Classification (HC vs. MCI)Classification (SCD vs. MCI)Mental health and drug use prediction

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