AIDA
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Entity Linking | AIDA A | Micro F189.8 | 43 | |
| Entity Linking | AIDA B | Macro F10.832 | 30 | |
| Entity Linking | AIDA (testb) | Micro F188.6 | 28 | |
| Named Entity Disambiguation | AIDA (test) | Micro InKB F195.9 | 25 | |
| Entity Linking | AIDA (testa) | Micro F192.9 | 23 | |
| Entity Linking | AIDA-B (test) | Micro F10.831 | 12 | |
| Entity Linking | AIDA (test) | Micro F183.7 | 8 | |
| Entity Disambiguation | AIDA (test) | Micro P@1.086.58 | 8 | |
| Retrieval | AIDA | Recall91.5 | 7 | |
| Entity Linking | AIDA | Accuracy88.2 | 7 | |
| Entity Linking | AIDA CoNLL03 (test) | Strong F182.4 | 7 | |
| Entity Linking | AIDA testa CoNLL03 (val) | Strong F189.4 | 7 | |
| Entity Linking | AIDA CoNLL-2003 (test) | InKB micro F10.84 | 6 | |
| Entity Linking | AIDA in-domain (test) | inKB Micro F186.4 | 5 | |
| Entity Linking | AIDA w/o NIL (testb) | OAC88.6 | 5 | |
| Entity Disambiguation | AIDA-B | Macro F185.5 | 5 | |
| Entity Linking | AIDA w/ NIL (testb) | Non-NAC Accuracy84.42 | 4 | |
| Entity Disambiguation | AIDA-B (test) | Micro F185.7 | 4 | |
| Entity Retrieval | AIDA-b (test) | Recall@1097.05 | 3 | |
| Entity Linking | AIDA CoNLL-2003 (testb) | Micro-F1- | 0 | |
| Entity Linking | AIDA CoNLL-2003 (testa) | Micro-F1- | 0 |
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