Entity Disambiguation on ACE 2004 (test)
91.9Micro F1LUKE
Evaluation results
| Method | Links | |
|---|---|---|
| LUKEfine-tuning=none, ordering=confidence-order2019.09 | 91.9 | |
| LUKEfine-tuning=none, ordering=natural-order2019.09 | 91.9 | |
| LUKEfine-tuning=none, ordering=local2019.09 | 91.9 | |
| Barba et al.2019.09 | 91.8 | |
| Fang et al.2019.09 | 91.2 | |
| LUKEfine-tuning=CoNLL dataset, ordering=confidence-order2019.09 | 90.7 | |
| LUKEfine-tuning=CoNLL dataset, ordering=natural-order2019.09 | 90.7 | |
| LUKEfine-tuning=CoNLL dataset, ordering=local2019.09 | 90.7 | |
| Yang et al.year=20192019.09 | 90.1 | |
| Cao et al.2019.09 | 90.1 | |
| Le and Titov2019.09 | 89.9 | |
| Ganea and Hofmann2019.09 | 88.5 | |
| Yang et al.year=20182019.09 | 88.5 | |
| CHOLANTraining Dataset=CONLL-AIDA, Candidate Generation=Falcon2021.01 | 86.8 | |
| CHOLAN-Wiki+ FCTraining Dataset=CONLL-AIDA, Candidate Generation=Falcon2021.01 | 85.7 | |
| CHOLAN-Wiki+ DCATraining Dataset=CONLL-AIDA, Candidate Generation=DCA2021.01 | 71.3 | |
| Kolitsas et al. 2018Training Dataset=CONLL-AIDA2021.01 | 68.3 | |
| Mendes et al. 2011Training Dataset=CONLL-AIDA2021.01 | 60.5 | |
| Steinmetz and Sack 2013Training Dataset=CONLL-AIDA2021.01 | 40.3 | |
| Moro et al. 2014Training Dataset=CONLL-AIDA2021.01 | 17.8 |