Glucose forecasting on AI-READI (Pre-T2D)
8.14iGlu-CEGlyLLM
Evaluation Results
| Method | Links | |
|---|---|---|
| GlyLLMSetting=GlyLLM, Backbone=Llama3-Med42 (8B)2026.06 | 8.14 | |
| CrossformerSetting=Transformer-based2026.06 | 9.04 | |
| GlyLLMSetting=GlyLLM, Backbone=Mistral (7B)2026.06 | 9.17 | |
| GlyLLMSetting=GlyLLM, Backbone=Gemma-2 (2B)2026.06 | 10.12 | |
| iTransformerSetting=Transformer-based2026.06 | 11.14 | |
| Llama3-Med42 (8B)Setting=Zero-shot2026.06 | 12.13 | |
| PatchTSTSetting=Transformer-based2026.06 | 12.26 | |
| Llama3-Med42 (8B)Setting=Few-shot2026.06 | 13.67 | |
| Mistral (7B)Setting=Zero-shot2026.06 | 13.71 | |
| Mistral (7B)Setting=Few-shot2026.06 | 13.82 | |
| Gemma-2 (2B)Setting=Few-shot2026.06 | 14.03 | |
| Gemma-2 (2B)Setting=Zero-shot2026.06 | 14.83 |