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VitalDB dataset and benchmarks · SOTA2 Research

Research Datasets

VitalDB

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Arrhythmia classification

VitalDB

88.5Macro F1 Score

21

Black-Box Targeted Adversarial Attack

VitalDB

100Success Rate (SR)

9

Physiological Time Series Forecasting

VitalDB Millisecond Level wearable and medical device sensing (test)

0.698MAE

8

Intraoperative Hypotension Prediction

VitalDB 30S (test)

66.07F1 Score

8

Intraoperative Hypotension Prediction

VitalDB 2S (test)

65.73F1 Score

8

Diastolic Blood Pressure Estimation

VitalDB VV

8.04MAE

3

Systolic Blood Pressure Estimation

VitalDB VV

15.9MAE

3

Popular tasks

Intraoperative Hypotension Prediction Black-box Targeted Adversarial Attack Arrhythmia Classification Systolic Blood Pressure Estimation Diastolic Blood Pressure Estimation

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