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Papers Benchmarks Datasets Tasks

Semi-synthetic biomarkers dataset and benchmarks · SOTA2 Research

Research Datasets

Semi-synthetic biomarkers

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Biomarker-level imputation

Semi-synthetic biomarkers 80% missingness

2.059MAE (Mean Absolute Error)

7

Biomarker-level imputation

Semi-synthetic biomarkers 50% missingness

2.052MAE

7

Biomarker-level imputation

Semi-synthetic biomarkers 30% missingness

1.914MAE

7

Popular tasks

Biomarker-level imputation

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