| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| AIDA A | base model + att + global | Micro F189.8 | 43 | 3d ago | |
| FUNSD (test) | BLOCKIE | F1 Score92.15 | 42 | 3d ago | |
| MSNBC | Phong and Titov | Micro F193.9 | 36 | 3d ago | |
| OKE 2016 | ed base model + att + global | Macro F176.7 | 31 | 2d ago | |
| AIDA B | base model + att + global | Macro F10.832 | 30 | 3d ago | |
| AIDA (testb) | SPEL-large | Micro F188.6 | 28 | 2d ago | |
| WIKI (test) | Micro F184.5 | 27 | 3d ago | ||
| ACE2004 (test) | Micro F1 Score93.1 | 27 | 3d ago | ||
| AQUAINT (test) | Oracle type (Ultra-fine) | Micro F1 Score93.7 | 27 | 3d ago | |
| KORE50 | REL (2014) | Macro F161.9 | 27 | 3d ago | |
| CWEB (test) | Yang et al. | Micro F181.8 | 26 | 3d ago | |
| OKE 2015 | SOTA NLP | Macro F173.2 | 26 | 2d ago | |
| Derczynski | Macro F170.4 | 25 | 2d ago | ||
| N3-RSS-500 | SOTA NLP | Macro F166.6 | 25 | 3d ago | |
| N3-Reuters-128 | SOTA NLP | Macro F163.4 | 25 | 3d ago | |
| AIDA (testa) | SPEL-large | Micro F192.9 | 23 | 2d ago | |
| AIDA-CoNLL Wikipedia 2019 (test) | Ours | Micro-F185.5 | 18 | 3d ago | |
| CORD (test) | ESP | F1 Score98.8 | 18 | 3d ago | |
| FUNSD | ESP | Entity Linking Score88.88 | 16 | 3d ago | |
| TAC-KBP 2010 (test) | OURS | Accuracy94.9 | 16 | 3d ago | |
| ZESHEL (test) | LELA | Macro Accuracy83.11 | 15 | 3d ago | |
| WikilinksNED Unseen Mentions | BLINK | Accuracy76.8 | 15 | 3d ago | |
| GERBIL | FUSIONED | InKB Micro F1 (AIDA-B)86.5 | 15 | 3d ago | |
| WebQSP All entities (test) | LNN-ELens | Precision92.17 | 15 | 3d ago | |
| MSNBC (test) | F1 Score97.1 | 14 | 2d ago |
