Record Linkage on City Matching (40% test)
90AccuracyEnsembleLink
Evaluation results
| Method | Links | |
|---|---|---|
| EnsembleLinktop-1 matching=true, cross-encoder=true2026.01 | 90 | |
| EnsembleLink + LLMtop-1 matching=true, reranking=LLM2026.01 | 85.9 | |
| fuzzylinktop-1 matching=true, learning=LLM-assisted active learning2026.01 | 71.7 | |
| fastLinktop-1 matching=true2026.01 | 71.3 | |
| Exact matchtop-1 matching=true2026.01 | 0 |