Dementia prognosis on Asan Medical Center Dataset
75.14AccuracySFT → SFT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SFT → SFTSize=7B2026.01 | 75.14 | 73.43 | 80.21 | 76.67 | |
| Dementia-R1Size=7B2026.01 | 74.93 | 72.19 | 82.56 | 77.03 | |
| GRPO w/o Stage 1Size=7B2026.01 | 74.1 | 70.96 | 83.15 | 76.57 | |
| SFT w/o Stage 1Size=7B2026.01 | 74.01 | 72.21 | 79.58 | 75.72 | |
| SFT → GRPOSize=7B2026.01 | 73.26 | 70.39 | 82.24 | 75.85 | |
| GRPO w/o Stage 2Size=7B2026.01 | 72.47 | 70.28 | 79.58 | 74.64 | |
| Qwen2.5-7B-InstSize=7B2026.01 | 71.94 | 72.82 | 71.6 | 72.2 | |
| HuatuoGPT-o1Size=8B2026.01 | 67.19 | 71.55 | 58.99 | 64.67 | |
| SFT w/o Stage 2Size=7B2026.01 | 65.6 | 61.55 | 86.43 | 71.9 | |
| Qwen2.5-32B-InstSize=32B2026.01 | 61.99 | 57.65 | 95.46 | 71.89 |