Entity Resolution on Census
49.43FP RateZeroER
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ZeroERBudget (B)=$0.52026.05 | 49.43 | 62.63 | — | — | — | |
| CollaborEMBudget (B)=$0.52026.05 | 55.86 | 74.51 | — | — | — | |
| BatchERBudget (B)=$0.5, Backbone=GPT-3.5-Mini2026.05 | 62.77 | 76.89 | 0.21 | 649 | 0.5 | |
| ComEMBudget (B)=$0.5, Backbone=GPT-3.5-Mini2026.05 | 68.23 | 82.87 | 0.2 | 687 | 0.5 | |
| LLM-CERBudget (B)=$0.5, Backbone=GPT-3.5-Mini2026.05 | 71.56 | 87.72 | 0.13 | 393 | 0.32 | |
| AlperBudget (B)=$0.5, Backbone=GPT-3.5-Mini2026.05 | 82.15 | 91.77 | 0.19 | 556 | 0.5 |