Glucose Level Forecasting on AI-READI Pre-T2D group (PH = 3 hours)
20.05MAEGlyLLM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GlyLLMBackbone=Mistral (7B)2026.06 | 20.05 | 26.17 | |
| GlyLLMBackbone=Llama3-Med42 (8B)2026.06 | 20.14 | 25.03 | |
| GlyLLMBackbone=Gemma-2 (2B)2026.06 | 23.13 | 27.62 | |
| Mistral (7B)Setting=Zero-shot2026.06 | 24.18 | 34.13 | |
| CrossformerSetting=Transformer-based2026.06 | 24.28 | 29.32 | |
| PatchTSTSetting=Transformer-based2026.06 | 25.29 | 30.37 | |
| iTransformerSetting=Transformer-based2026.06 | 27.07 | 32.17 | |
| Gemma-2 (2B)Setting=Zero-shot2026.06 | 27.29 | 32.04 | |
| Llama3-Med42 (8B)Setting=Zero-shot2026.06 | 28.14 | 35.18 | |
| Gemma-2 (2B)Setting=Few-shot2026.06 | 29.17 | 38.18 | |
| Mistral (7B)Setting=Few-shot2026.06 | 31.25 | 37.26 | |
| Llama3-Med42 (8B)Setting=Few-shot2026.06 | 35.17 | 39.26 |