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Papers Benchmarks Datasets Tasks

LEADS dataset and benchmarks · SOTA2 Research

Research Datasets

LEADS

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Three-class dementia classification

LEADS 10-fold cross validation (in-domain)

0.915AUC

13

Fine-grained CI discrimination

LEADS 10-fold cross validation (in-domain)

93.8AUC

13

Two-class dementia classification

LEADS 10-fold cross validation (in-domain)

96.6AUC

13

Systematic review search strategy generation

LEADSInstruct (full)

0.87Avg Recall

4

Popular tasks

Systematic review search strategy generation Two-class dementia classification Fine-grained CI discrimination Three-class dementia classification

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