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Models/DeepEx (zero-shot)

DeepEx (zero-shot)

Reported on 8 benchmarks across 1 task · 1 paper · 8 SOTA

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

Natural Language Processing8 results

Open Information ExtractiononWeb
AUC· 2021-09-23
82.4
SOTA
Zero-Shot Information Extraction as a Unified Text-to-Triple Translation arXiv:2109.11171
Open Information ExtractiononWeb
F1· 2021-09-23
91.2
SOTA
Zero-Shot Information Extraction as a Unified Text-to-Triple Translation arXiv:2109.11171
Open Information ExtractiononPenn Treebank
AUC· 2021-09-23
81.5
SOTA
Zero-Shot Information Extraction as a Unified Text-to-Triple Translation arXiv:2109.11171
Open Information ExtractiononPenn Treebank
F1· 2021-09-23
88.5
best: 451 (DeepStruct multi-task w/ finetune)
SOTA
Zero-Shot Information Extraction as a Unified Text-to-Triple Translation arXiv:2109.11171
Open Information ExtractiononNYT
AUC· 2021-09-23
72.5
SOTA
Zero-Shot Information Extraction as a Unified Text-to-Triple Translation arXiv:2109.11171
Open Information ExtractiononNYT
F1· 2021-09-23
85.5
SOTA
Zero-Shot Information Extraction as a Unified Text-to-Triple Translation arXiv:2109.11171
Open Information ExtractiononOIE2016
AUC· uses extra data· 2021-09-23
58.6
SOTA
Zero-Shot Information Extraction as a Unified Text-to-Triple Translation arXiv:2109.11171
Open Information ExtractiononOIE2016
F1· uses extra data· 2021-09-23
72.6
SOTA
Zero-Shot Information Extraction as a Unified Text-to-Triple Translation arXiv:2109.11171