Diabetes Categorization on AI-READI (five random seeds)
78.15Macro AUROCLlama3-Med42 (8B)
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Llama3-Med42 (8B)Setting=GlyLLM2026.06 | 78.15 | 66.27 | 67.53 | 71.06 | |
| Mistral (7B)Setting=GlyLLM2026.06 | 75.67 | 65.67 | 66.81 | 67.51 | |
| Llama3-Med42 (8B)Setting=Zero-shot2026.06 | 73.61 | 64.87 | 66.37 | 66.64 | |
| Gemma-2 (2B)Setting=GlyLLM2026.06 | 71.28 | 64.71 | 64.33 | 66.23 | |
| Mistral (7B)Setting=Zero-shot2026.06 | 71.17 | 64.76 | 65.07 | 65.39 | |
| LSTMSetting=ML-based2026.06 | 69.16 | 62.73 | 64.72 | 65.17 | |
| Mistral (7B)Setting=Few-shot2026.06 | 68.18 | 60.12 | 62.13 | 62.57 | |
| Gemma-2 (2B)Setting=Zero-shot2026.06 | 67.78 | 62.18 | 65.17 | 63.52 | |
| Gemma-2 (2B)Setting=Few-shot2026.06 | 66.78 | 57.75 | 57.34 | 61.27 | |
| MLPSetting=ML-based2026.06 | 66.17 | 60.23 | 61.27 | 64.82 | |
| Llama3-Med42 (8B)Setting=Few-shot2026.06 | 65.78 | 58.05 | 59.32 | 61.03 |