Blood Glucose Forecasting on AZT1D 30 min Prediction Horizon (test)
9.27RMSEGlucoNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GlucoNetKnowledge Distillation=True, Protocol=Short-Term (ST), Configuration=(32, 16)2024.11 | 9.27 | 6.54 | |
| LSTM + Small TransformerTransformer Size=Small2024.11 | 9.36 | 6.69 | |
| LSTM + Large TransformerTransformer Size=Large2024.11 | 9.98 | 7.31 | |
| GLIMMER2024.11 | 14.46 | 9.39 | |
| CNN–LSTM2024.11 | 17.21 | 10.92 |