Glucose Forecasting on AI-READI (Healthy)
6.08iGlu-CEGlyLLM
Evaluation Results
| Method | Links | |
|---|---|---|
| GlyLLMSetting=GlyLLM, Backbone=Llama3-Med42 (8B)2026.06 | 6.08 | |
| GlyLLMSetting=GlyLLM, Backbone=Mistral (7B)2026.06 | 6.63 | |
| GlyLLMSetting=GlyLLM, Backbone=Gemma-2 (2B)2026.06 | 7.83 | |
| CrossformerSetting=Transformer-based2026.06 | 10.66 | |
| iTransformerSetting=Transformer-based2026.06 | 11.02 | |
| PatchTSTSetting=Transformer-based2026.06 | 12.16 | |
| Llama3-Med42 (8B)Setting=Few-shot2026.06 | 12.16 | |
| Llama3-Med42 (8B)Setting=Zero-shot2026.06 | 12.78 | |
| Mistral (7B)Setting=Zero-shot2026.06 | 12.89 | |
| Mistral (7B)Setting=Few-shot2026.06 | 13.12 | |
| Gemma-2 (2B)Setting=Zero-shot2026.06 | 13.18 | |
| Gemma-2 (2B)Setting=Few-shot2026.06 | 13.82 |