Blood Glucose Forecasting on AZT1D 60 min Prediction Horizon (test)
14.12RMSEGlucoNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GlucoNetKnowledge Distillation=True, Protocol=Short-Term (ST), Configuration=(32, 16)2024.11 | 14.12 | 9.7 | 87 | |
| LSTM + Small TransformerTransformer Size=Small2024.11 | 14.2 | 9.84 | 86 | |
| LSTM + Large TransformerTransformer Size=Large2024.11 | 14.81 | 10.43 | 83 | |
| GLIMMER2024.11 | 22.48 | 15.58 | 81 | |
| CNN–LSTM2024.11 | 29.55 | 21.61 | 80 |