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Papers Benchmarks Datasets Tasks

MIMIC-ECG dataset and benchmarks · SOTA2 Research

Research Datasets

MIMIC-ECG

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

MIMIC-ECG Monitoring IV (test)

78.6Macro-AUROC

5

Modality-to-text retrieval

MIMIC-ECG

53.6R@1

3

MIMIC-ECG first 50,000 records IV (held-out)

25.26FID

2

Laboratory Abnormality Prediction

MIMIC-IV-ECG Emergency Department

0.762macro AUROC

2

Popular tasks

Modality-to-text retrieval Laboratory Abnormality Prediction ECG Generation Monitoring

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