Stanford OIE

Reported on 5 benchmarks across 3 tasks · 2 papers

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

Natural Language Processing4 results

Relation ExtractiononWebNLG 3.0
F1· 2022-11-18
15.8
best: 72.3 (ReGen (Ours) T2G.CE)
Knowledge Graph Generation From Text arXiv:2211.10511
Open Information ExtractiononBenchIE
F1· 2021-09-14
0.13
best: 0.34 (ClausIE)
BenchIE: A Framework for Multi-Faceted Fact-Based Open Information Extraction Evaluation arXiv:2109.06850
Open Information ExtractiononBenchIE
Precision· 2021-09-14
0.11
best: 0.5 (ClausIE)
BenchIE: A Framework for Multi-Faceted Fact-Based Open Information Extraction Evaluation arXiv:2109.06850
Open Information ExtractiononBenchIE
Recall· 2021-09-14
0.16
best: 0.28 (MinIE)
BenchIE: A Framework for Multi-Faceted Fact-Based Open Information Extraction Evaluation arXiv:2109.06850

Medical1 result

Information ExtractiononWebNLG 3.0
F1· 2022-11-18
15.8
best: 72.3 (ReGen (Ours) T2G.CE)
Knowledge Graph Generation From Text arXiv:2211.10511