De-identification on De-identification Challenge 2014
77.04Strict PrecisionHuman-written GL
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Human-written GLEvaluation Protocol=Few-shot2025.04 | 77.04 | 74.86 | 75.93 | 77.22 | 75.04 | 76.11 | |
| Human-written GLEvaluation Protocol=Zero-shot2025.04 | 76.49 | 67.8 | 71.88 | 76.72 | 68.01 | 72.1 | |
| No guidelineEvaluation Protocol=Zero-shot2025.04 | 69.25 | 66.17 | 67.67 | 69.48 | 66.38 | 67.9 | |
| LLM-synthesized GLEvaluation Protocol=Zero-shot2025.04 | 67.38 | 67 | 67.19 | 67.62 | 67.24 | 67.43 | |
| LLM-synthesized GL with amendmentEvaluation Protocol=Zero-shot2025.04 | 67.25 | 68.51 | 67.87 | 67.46 | 68.73 | 68.09 | |
| No guidelineEvaluation Protocol=Few-shot2025.04 | 66.83 | 73.79 | 70.14 | 67.03 | 74.01 | 70.35 | |
| LLM-synthesized GLEvaluation Protocol=Few-shot2025.04 | 64.42 | 73.47 | 68.64 | 64.61 | 73.69 | 68.85 |