Record Linkage on Organization 40% (test)
96.1AccuracyEnsembleLink
Evaluation results
| Method | Links | |
|---|---|---|
| EnsembleLinktop-1 matching=true, cross-encoder=true2026.01 | 96.1 | |
| fuzzylinktop-1 matching=true, learning=LLM-assisted active learning2026.01 | 92.2 | |
| EnsembleLink + LLMtop-1 matching=true, reranking=LLM2026.01 | 91.8 | |
| fastLinktop-1 matching=true2026.01 | 28.2 | |
| Exact matchtop-1 matching=true2026.01 | 0 |