Dementia prognosis on ADNI
83.46AccuracyRandom Forest
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Random ForestSize=—2026.01 | 83.46 | 83.57 | 77.13 | 80.22 | |
| GPT-4oSize=—2026.01 | 81.39 | 86.94 | 67.64 | 76.05 | |
| Dementia-R1Size=7B2026.01 | 76.77 | 70.99 | 79.31 | 74.91 | |
| Qwen2.5-32B-InstSize=32B2026.01 | 76.47 | 71.82 | 76.05 | 73.86 | |
| GRPO w/o Stage 1Size=7B2026.01 | 76.32 | 74.08 | 70.56 | 72.26 | |
| SFT → SFTSize=7B2026.01 | 76.32 | 74.64 | 69.44 | 71.95 | |
| SFT → GRPOSize=7B2026.01 | 76.25 | 71.1 | 77 | 73.92 | |
| GPT-4o-miniSize=—2026.01 | 75.76 | 73.04 | 70.64 | 71.82 | |
| SFT w/o Stage 1Size=7B2026.01 | 75.65 | 70.9 | 75.19 | 72.97 | |
| SFT w/o Stage 2Size=7B2026.01 | 69.68 | 62.49 | 76.65 | 68.85 | |
| GRPO w/o Stage 2Size=7B2026.01 | 67.39 | 60.19 | 75.02 | 66.79 | |
| HuatuoGPT-o1Size=8B2026.01 | 63.11 | 56.15 | 71.59 | 62.93 | |
| Qwen2.5-7B-InstSize=7B2026.01 | 61.54 | 54.53 | 72.36 | 62.19 |