Glucose level forecasting (PH = 3 hours) on AI-READI Non-Insulin T2D group
23.62MAEGlyLLM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GlyLLMBackbone=Llama3-Med42 (8B)2026.06 | 23.62 | 26.93 | |
| GlyLLMBackbone=Mistral (7B)2026.06 | 24.18 | 25.12 | |
| GlyLLMBackbone=Gemma-2 (2B)2026.06 | 25.18 | 30.87 | |
| CrossformerSetting=Transformer-based2026.06 | 28.41 | 35.62 | |
| PatchTSTSetting=Transformer-based2026.06 | 29.03 | 33.17 | |
| Llama3-Med42 (8B)Setting=Zero-shot2026.06 | 30.21 | 34.04 | |
| iTransformerSetting=Transformer-based2026.06 | 30.53 | 34.22 | |
| Gemma-2 (2B)Setting=Zero-shot2026.06 | 31.18 | 36.2 | |
| Mistral (7B)Setting=Zero-shot2026.06 | 31.18 | 35.39 | |
| Gemma-2 (2B)Setting=Few-shot2026.06 | 34.18 | 39.17 | |
| Mistral (7B)Setting=Few-shot2026.06 | 36.12 | 38.16 | |
| Llama3-Med42 (8B)Setting=Few-shot2026.06 | 39.14 | 40.17 |