Glucose level forecasting (PH = 3 hours) on AI-READI Insulin T2D group
33.32MAEGlyLLM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GlyLLMBackbone=Llama3-Med42 (8B)2026.06 | 33.32 | 37.35 | |
| GlyLLMBackbone=Gemma-2 (2B)2026.06 | 34.29 | 38.29 | |
| GlyLLMBackbone=Mistral (7B)2026.06 | 35.18 | 37.59 | |
| PatchTSTSetting=Transformer-based2026.06 | 36.18 | 39.62 | |
| iTransformerSetting=Transformer-based2026.06 | 37.82 | 39.71 | |
| CrossformerSetting=Transformer-based2026.06 | 38.72 | 40.11 | |
| Gemma-2 (2B)Setting=Zero-shot2026.06 | 39.86 | 41.66 | |
| Llama3-Med42 (8B)Setting=Zero-shot2026.06 | 40.02 | 42.12 | |
| Mistral (7B)Setting=Zero-shot2026.06 | 40.11 | 42.29 | |
| Gemma-2 (2B)Setting=Few-shot2026.06 | 41.18 | 41.78 | |
| Mistral (7B)Setting=Few-shot2026.06 | 43.17 | 42.11 | |
| Llama3-Med42 (8B)Setting=Few-shot2026.06 | 44.16 | 42.19 |