Entity Matching on DBLP-ACM (test)
98.43F1 ScoreDitto (Benchmark set)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Ditto (Benchmark set)Model=Ditto (RoBERTa), Training Set=Gold Benchmark2026.06 | 98.43 | — | — | |
| Ditto (Best m.l. set)Model=Ditto (RoBERTa), Training Set=Machine-labeled (Best strategy)2026.06 | 97.99 | — | — | |
| Kimi K2.6Matching Strategy=Zero-shot direct matching2026.06 | 97.05 | 1.38 | 0.94 | |
| GPT-5.2Matching Strategy=Zero-shot direct matching2026.06 | 96.82 | — | — | |
| Qwen 3.6 PlusMatching Strategy=Zero-shot direct matching2026.06 | 93.87 | — | — |