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Data extraction agent performance as a binary classifier
| Precision (Positive) | Recall (Positive) | F-1(Positive) | Overall accuracy | |
|---|---|---|---|---|
| Fine-tuned LLaMa 3.1 8B instruct | 0.74 (0.72, 0.76) | 0.89 (0.88, 0.91) | 0.81 (0.79, 0.83) | 0.93 (0.91, 0.95) |
| Ensemble (Li et al. 2023) | 0.71 (0.69, 0.73) | 0.84 (0.82, 0.86) | 0.77 (0.75, 0.79) | 0.91 (0.89, 0.93) |
