Relationship Extraction on Human smuggling court documents (test)
53.43PrecisionFineREX
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FineREXModel=Fine-tuned 8B, Fine-tuned=true, Number of parameters=8B, n (evaluation iterations)=302026.06 | 53.43 | 56.74 | 54.9 | 0.345 | |
| LLaMA 3.3 70BModel=Baseline 70B, Fine-tuned=false, Number of parameters=70B, n (evaluation iterations)=302026.06 | 53.2 | 15.12 | 23.44 | 0.7855 | |
| LLaMA 3.1 8BModel=Baseline 8B, Fine-tuned=false, Number of parameters=8B, n (evaluation iterations)=302026.06 | 43.36 | 17.8 | 25.16 | 1.7102 |