Glucose forecasting on AI-READI (Non-Insulin T2D)
10.31iGlu-CEGlyLLM
Evaluation Results
| Method | Links | |
|---|---|---|
| GlyLLMSetting=GlyLLM, Backbone=Llama3-Med42 (8B)2026.06 | 10.31 | |
| GlyLLMSetting=GlyLLM, Backbone=Mistral (7B)2026.06 | 10.67 | |
| GlyLLMSetting=GlyLLM, Backbone=Gemma-2 (2B)2026.06 | 10.7 | |
| iTransformerSetting=Transformer-based2026.06 | 11.27 | |
| CrossformerSetting=Transformer-based2026.06 | 12.71 | |
| PatchTSTSetting=Transformer-based2026.06 | 12.93 | |
| Llama3-Med42 (8B)Setting=Zero-shot2026.06 | 15.6 | |
| Llama3-Med42 (8B)Setting=Few-shot2026.06 | 16.18 | |
| Gemma-2 (2B)Setting=Zero-shot2026.06 | 16.57 | |
| Mistral (7B)Setting=Zero-shot2026.06 | 16.81 | |
| Mistral (7B)Setting=Few-shot2026.06 | 17.25 | |
| Gemma-2 (2B)Setting=Few-shot2026.06 | 17.79 |