TablERT

Reported on 5 benchmarks across 1 task · 1 paper · 1 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing5 results

Relation ExtractiononCoNLL04
NER Micro F1· 2020-10-15
90.2
best: 90.3 (ASP+T0-3B)
SOTA
Named Entity Recognition and Relation Extraction using Enhanced Table Filling by Contextualized Representations arXiv:2010.07522
Relation ExtractiononACE 2005
NER Micro F1· 2020-10-15
88
best: 91.3 (ASP+T5-3B)
Named Entity Recognition and Relation Extraction using Enhanced Table Filling by Contextualized Representations arXiv:2010.07522
Relation ExtractiononACE 2005
RE Micro F1· 2020-10-15
66.1
best: 73 (PL-Marker)
Named Entity Recognition and Relation Extraction using Enhanced Table Filling by Contextualized Representations arXiv:2010.07522
Relation ExtractiononACE 2005
RE+ Micro F1· 2020-10-15
62.4
best: 71.1 (PL-Marker)
Named Entity Recognition and Relation Extraction using Enhanced Table Filling by Contextualized Representations arXiv:2010.07522
Relation ExtractiononCoNLL04
RE+ Micro F1· 2020-10-15
72.6
best: 78.1 (ReLiK-Large)
Named Entity Recognition and Relation Extraction using Enhanced Table Filling by Contextualized Representations arXiv:2010.07522