Entity Disambiguation on AIDA-CoNLL B (test)
93.07In-KB AccuracyMent-Norm
Evaluation results
| Method | Links | |
|---|---|---|
| Ment-Norm2019.09 | 93.07 | |
| Deep Joint Entity DisambiguationModel Type=Global, Mention-entity index=KB+YAGO2017.04 | 92.22 | |
| Deep-ED2019.09 | 92.22 | |
| Yamada et al.Model Type=Global, Mention-entity index=KB+YAGO2017.04 | 91.5 | |
| Globerson et al.Model Type=Global, Mention-entity index=KB+YAGO2017.04 | 91 | |
| MulFocal-Att2019.09 | 91 | |
| ETHZ-Attnbackbone=ETHZ-Attn2019.09 | 90.88 | |
| Global-RNN2019.09 | 90.7 | |
| Guo and BarbosaModel Type=Global, Mention-entity index=KB+YAGO2017.04 | 89 | |
| WNED2019.09 | 89 | |
| Deep Joint Entity DisambiguationModel Type=Local, Mention-entity index=KB+YAGO, K=100, R=502017.04 | 88.8 | |
| Chisholm and HacheyModel Type=Global, Mention-entity index=KB+YAGO2017.04 | 88.7 | |
| Globerson et al.Model Type=Local, Mention-entity index=KB+YAGO2017.04 | 87.9 | |
| Ganea et al.Model Type=Global, Mention-entity index=KB+YAGO2017.04 | 87.6 | |
| Yamada et al.Model Type=Local, Mention-entity index=KB+YAGO2017.04 | 87.2 | |
| Huang et al.Model Type=Global, Mention-entity index=KB+YAGO2017.04 | 86.6 | |
| Lazic et al.Model Type=Local, Mention-entity index=KB+YAGO2017.04 | 86.4 | |
| AIDA-light2019.09 | 84.8 | |
| Berkeley-CNNbackbone=Berkeley-CNN2019.09 | 84.21 | |
| prior p(e|m)Model Type=Local, Mention-entity index=KB+YAGO2017.04 | 71.9 | |
| Prior (p(e|m))2019.09 | 71.51 |