Glucose forecasting on AI-READI Average across groups
9.39iGlu-CEGlyLLM
Evaluation Results
| Method | Links | |
|---|---|---|
| GlyLLMSetting=GlyLLM, Backbone=Llama3-Med42 (8B)2026.06 | 9.39 | |
| GlyLLMSetting=GlyLLM, Backbone=Mistral (7B)2026.06 | 10.14 | |
| GlyLLMSetting=GlyLLM, Backbone=Gemma-2 (2B)2026.06 | 10.65 | |
| CrossformerSetting=Transformer-based2026.06 | 11.71 | |
| iTransformerSetting=Transformer-based2026.06 | 11.81 | |
| PatchTSTSetting=Transformer-based2026.06 | 12.98 | |
| Llama3-Med42 (8B)Setting=Zero-shot2026.06 | 14.91 | |
| Llama3-Med42 (8B)Setting=Few-shot2026.06 | 15.53 | |
| Mistral (7B)Setting=Zero-shot2026.06 | 15.93 | |
| Gemma-2 (2B)Setting=Zero-shot2026.06 | 16.55 | |
| Mistral (7B)Setting=Few-shot2026.06 | 16.58 | |
| Gemma-2 (2B)Setting=Few-shot2026.06 | 17.09 |