Postprandial blood glucose AUC prediction on GlucoLens (13% test)
0.123NRMSEGlucoLens (Gly_Base)
Evaluation results
| Method | Links | |
|---|---|---|
| GlucoLens (Gly_Base)Backbone=RF, Variation=GlucoLens regressor with no LLM2025.03 | 0.123 | |
| GlucoLens (Gly_Base)Backbone=XGBoost, Variation=GlucoLens regressor with no LLM2025.03 | 0.137 | |
| GlucoLens (Gly_Max)Backbone=RF, Variation=Gly_Max variation2025.03 | 0.226 | |
| GlucoLens (Gly_Hybrid)Backbone=XGBoost, Variation=Hybrid predictor2025.03 | 0.236 | |
| GlucoLens (Gly_Hybrid_v2)Backbone=RF, Variation=Hybrid predictor version 22025.03 | 0.238 | |
| GlucoLens (Gly_Hybrid)Backbone=RF, Variation=Hybrid predictor2025.03 | 0.241 | |
| GlucoLens (Gly_Hybrid_v2)Backbone=XGBoost, Variation=Hybrid predictor version 22025.03 | 0.242 | |
| GlucoLens (Gly_Max)Backbone=XGBoost, Variation=Gly_Max variation2025.03 | 0.259 | |
| GlucoLens (Gly_LLM)Variation=LLM only prediction, Protocol=zero-shot2025.03 | 0.29 |