DyGIE++

Reported on 4 benchmarks across 2 tasks · 1 paper · 4 SOTA

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

Natural Language Processing2 results

Relation ExtractiononSciERC
Entity F1· 2019-09-08
67.5
best: 70.53 (SpERT.PL (SciBERT))
SOTA
Entity, Relation, and Event Extraction with Contextualized Span Representations arXiv:1909.03546
Relation ExtractiononSciERC
Relation F1· 2019-09-08
48.4
best: 53.2 (PL-Marker)
SOTA
Entity, Relation, and Event Extraction with Contextualized Span Representations arXiv:1909.03546

Medical2 results

Information ExtractiononSciERC
Entity F1· 2019-09-08
67.5
best: 70.53 (SpERT.PL (SciBERT))
SOTA
Entity, Relation, and Event Extraction with Contextualized Span Representations arXiv:1909.03546
Information ExtractiononSciERC
Relation F1· 2019-09-08
48.4
best: 53.2 (PL-Marker)
SOTA
Entity, Relation, and Event Extraction with Contextualized Span Representations arXiv:1909.03546