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Biological age estimation research benchmarks · SOTA2 Research

Biological age estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

PSG Clinical (13K) cohort

5.8MAE

2

Jun 9, 2026

BCG Ambient Healthy (4.6K) cohort

3.26MAE

1

Jun 9, 2026

PSG Clinical 65K cohort

7.33MAE (Years)

1

Jun 9, 2026

12-lead ECG Clinical 1.55M cohort

8.38MAE

1

Jun 9, 2026

12-lead ECG Clinical 1.8M cohort

8.65MAE

1

Jun 9, 2026

PPG Wearable General 120K cohort

3.2MAE

1

Jun 9, 2026

PPG Wearable Healthy (6.7K) cohort

2.43MAE (Years)

1

Jun 9, 2026

Popular datasets

12-lead ECG Clinical cohort PSG Clinical BCG PPG Wearable Healthy PPG Wearable

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