Glucose Level Forecasting (3-hour PH) on AI-READI Healthy group
19.5MAEGlyLLM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GlyLLMBackbone=Llama3-Med42 (8B)2026.06 | 19.5 | 22.19 | |
| GlyLLMBackbone=Mistral (7B)2026.06 | 20.12 | 24.64 | |
| CrossformerSetting=Transformer-based2026.06 | 22.35 | 24.12 | |
| GlyLLMBackbone=Gemma-2 (2B)2026.06 | 22.71 | 25.16 | |
| Mistral (7B)Setting=Zero-shot2026.06 | 23.17 | 28.55 | |
| iTransformerSetting=Transformer-based2026.06 | 23.75 | 26.19 | |
| Gemma-2 (2B)Setting=Zero-shot2026.06 | 24.18 | 30.17 | |
| PatchTSTSetting=Transformer-based2026.06 | 24.28 | 29.17 | |
| Llama3-Med42 (8B)Setting=Zero-shot2026.06 | 26.15 | 30.62 | |
| Gemma-2 (2B)Setting=Few-shot2026.06 | 28.14 | 39.26 | |
| Mistral (7B)Setting=Few-shot2026.06 | 31.42 | 38.24 | |
| Llama3-Med42 (8B)Setting=Few-shot2026.06 | 34.56 | 39.18 |