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CKD dataset and benchmarks · SOTA2 Research

Research Datasets

CKD

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Synthetic data generation downstream utility evaluation

CKD dataset

56.5Predictive Score

7

Biomedical Evidence Synthesis

CKD (Chronic Kidney Disease)

4Automatic Coverage

6

Synthetic Data Generation

CKD (test)

0.049MMD

6

Disease Classification

CKD (held-out)

94Accuracy

5

CKD

1G-Mean

5

Clinician validation

CKD longitudinal EHRs (random 25 patients)

100Relaxed R/U

4

Patient Retrieval

CKD on Lisinopril cohort

12.5Top-1 Accuracy

2

Popular tasks

Classification Disease Classification Synthetic Data Generation Biomedical Evidence Synthesis Synthetic data generation downstream utility evaluation

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