| AIDA-CONLL (test) | LUKE | In-KB Accuracy97.1 | | 36 | 4d ago |
| ZELDA Benchmark (test) | | AIDA-B91.1 | | 35 | 4d ago |
| WIKI (test) | LUKE | Micro F189.2 | | 24 | 4d ago |
| AIDA-CoNLL B (test) | Ment-Norm | In-KB Accuracy93.07 | | 21 | 4d ago |
| ACE 2004 (test) | LUKE | Micro F191.9 | | 20 | 4d ago |
| AQUAINT (AQ) (test) | LUKE | Micro F193.5 | | 20 | 4d ago |
| Standard Entity Disambiguation Datasets (AIDA, MSNBC, AQUAINT, ACE2004, CWEB, WIKI) InKB (test) | RLEL | AIDA Score94.3 | | 15 | 4d ago |
| MSNBC (test) | LUKE | Micro F196.3 | | 13 | 4d ago |
| ACE 2004 | ed base model + att + global | F1@MA92 | | 13 | 4d ago |
| CWEB (test) | Yang et al. (2018) | InKB micro F181.8 | | 11 | 4d ago |
| ShadowLink AVG 1.0 | KBED | InKB micro F170.1 | | 11 | 4d ago |
| ShadowLink TAIL 1.0 | KBED | InKB micro F10.985 | | 11 | 4d ago |
| ShadowLink TOP 1.0 | KBED | InKB micro F10.642 | | 11 | 4d ago |
| ShadowLink 1.0 | KBED | InKB micro F147.6 | | 11 | 4d ago |
| N³ RSS | | F1 Score98 | | 8 | 3d ago |
| N³ Reuters | | F1 Score99.7 | | 8 | 3d ago |
| KORE | | F1 Score99.6 | | 8 | 3d ago |
| MSNBC | | F1 Score93.2 | | 8 | 3d ago |
| Entity Disambiguation Suite Zero-shot (AIDA, MSNBC, AQUAINT, ACE2004, CWEB, WIKI) BLINK Candidates (test) | BART-large+KILM_DU | AIDA Score82.1 | | 8 | 4d ago |
| Entity Disambiguation Suite (AIDA, MSNBC, AQUAINT, ACE2004, CWEB, WIKI) | BART-large+KILMDU | AIDA ED Score86.2 | | 8 | 4d ago |
| ShadowLink DOC-AVG 1.0 | KBED | InKB micro F167.5 | | 8 | 4d ago |
| ShadowLink TOP-DOC 1.0 | KBED | InKB Micro F174.2 | | 8 | 4d ago |
| ShadowLink SHADOW-DOC 1.0 | KBED | InKB micro F160.8 | | 8 | 4d ago |
| Wikidata-Disamb 30 (test) | XLNet + 1&2-hop KG Context | Precision91.93 | | 8 | 4d ago |
| AIDA (test) | GraphRegu + DSRM1234 | Micro P@1.086.58 | | 8 | 4d ago |
