Binary Classification on Clinical EHR CDR 0.5 vs. 3 (test)
100PrecisionMicrosoft Phi-3B
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Microsoft Phi-3BPrompting Strategy=CoT2026.02 | 100 | 33 | 50 | 33 | — | |
| QWEN3-4BPrompting Strategy=CoT2026.02 | 72 | 55 | 40 | 47 | 55 | |
| QWEN2-7BPrompting Strategy=zero shot prompting2026.02 | 62 | 54 | 41 | 47 | 54 | |
| QWEN2-7BPrompting Strategy=CoT2026.02 | 54 | 54 | 53 | 54 | 54 |