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Blood glucose prediction research benchmarks · SOTA2 Research

Blood glucose prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

UVA Padova Simulator (test)

8.24RMSE (30min)

19

Jun 30, 2026

35.22RMSE

19

Mar 4, 2026

Clinical Blood Glucose Monitoring Dataset (train)

94.39Hypoglycemia Acc.

6

Jun 5, 2026

DirecNet 50% M=50 (train)

88.72Hypoglycemia Accuracy

3

Jun 5, 2026

DirecNet 30% M=30 (train)

79.97Accuracy (Hypoglycemia)

3

Jun 5, 2026

Unified clinical simulator (5-day evaluation)

—

—Primary metric

0

Feb 26, 2026

Popular datasets

DirecNet Unified clinical simulator T1DEXI UVa Padova simulator Clinical Blood Glucose Monitoring Dataset

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