Binary Classification on Clinical EHR CDR 0.5 vs. 1 (test)
60PrecisionQWEN2-7B
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| QWEN2-7BPrompting Strategy=CoT2026.02 | 60 | 56 | 54 | 61 | 56 | |
| QWEN2-7BPrompting Strategy=zero shot prompting2026.02 | 55 | 49 | 39 | 58 | 51 | |
| QWEN3-4BPrompting Strategy=CoT2026.02 | 43 | 45 | 42 | 49 | 45 | |
| Microsoft Phi-3BPrompting Strategy=CoT2026.02 | 23 | 50 | 32 | 46 | 50 |