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ResearchFormerly WizWand

Glucose forecasting

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

OhioT1DM PH = 60 minutes

TimesNet (2022)

23.48RMSE (PH=60min)

15

Jul 2, 2026

UVA/Padova type 1 diabetes dataset

5.01RMSE (30 min)

15

Jun 30, 2026

AI-READI Average across groups

9.39iGlu-CE

12

Jun 12, 2026

AI-READI (Insulin T2D)

13.04iGlu-CE

12

Jun 12, 2026

AI-READI (Non-Insulin T2D)

10.31iGlu-CE

12

Jun 12, 2026

AI-READI (Pre-T2D)

8.14iGlu-CE

12

Jun 12, 2026

AI-READI (Healthy)

6.08iGlu-CE

12

Jun 12, 2026

T1DEXI shared 240 min horizon (test)

54.12RMSE

5

May 19, 2026

T1DEXI shared (120 min horizon) (test)

46.16RMSE

5

May 19, 2026

T1DEXI shared 60 min horizon (test)

33.71RMSE

5

May 19, 2026

T1DEXI 30 min horizon (test)

21.71RMSE

5

May 19, 2026