Event Extraction on Temporal Relations Challenge 2012
96.56PrecisionLLM-synthesized GL with amendment
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LLM-synthesized GL with amendmentEvaluation Protocol=Zero-shot2025.04 | 96.56 | 52.21 | 67.77 | |
| LLM-synthesized GLEvaluation Protocol=Zero-shot2025.04 | 94.89 | 44.1 | 60.21 | |
| No guidelineEvaluation Protocol=Zero-shot2025.04 | 94.69 | 26.91 | 41.91 | |
| LLM-synthesized GLEvaluation Protocol=Few-shot2025.04 | 89.38 | 69.62 | 78.27 | |
| LLM-synthesized GL with amendmentEvaluation Protocol=Few-shot2025.04 | 88.1 | 72.83 | 79.74 | |
| Human-written GLEvaluation Protocol=Zero-shot2025.04 | 86.79 | 50.23 | 63.63 | |
| No guidelineEvaluation Protocol=Few-shot2025.04 | 84.41 | 70.44 | 76.8 | |
| Human-written GLEvaluation Protocol=Few-shot2025.04 | 80.49 | 71.77 | 75.88 |