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Models/KnowCoder-7b-IE

KnowCoder-7b-IE

Reported on 28 benchmarks across 1 task · 1 paper · 28 SOTA

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

Computer Vision28 results

Image EnhancementonACE 2005-RE
F1 score· 2024-03-12
64.5
SOTA
KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction arXiv:2403.07969
Image EnhancementonMIT Movie
F1 score· 2024-03-12
90.6
SOTA
KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction arXiv:2403.07969
Image Enhancementonncbi_disease
F1 score· 2024-03-12
83.8
SOTA
KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction arXiv:2403.07969
Image EnhancementonACE 2005-ED
F1 score· 2024-03-12
74.2
SOTA
KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction arXiv:2403.07969
Image EnhancementonACE 2005-NER
F1 score· 2024-03-12
86.1
SOTA
KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction arXiv:2403.07969
Image EnhancementonCoNLL 2003
F1 score· 2024-03-12
95.1
SOTA
KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction arXiv:2403.07969
Image EnhancementonSciERC
F1 score· 2024-03-12
40
SOTA
KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction arXiv:2403.07969
Image EnhancementonFabNER
F1 score· 2024-03-12
82.9
SOTA
KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction arXiv:2403.07969
Image EnhancementonACE 2004
F1 score· 2024-03-12
86.2
SOTA
KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction arXiv:2403.07969
Image EnhancementonBroad Twitter
F1 score· 2024-03-12
78.3
SOTA
KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction arXiv:2403.07969
Image EnhancementonBC5CDR
F1 score· 2024-03-12
89.3
SOTA
KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction arXiv:2403.07969
Image EnhancementonCoNLL 2004
F1 score· 2024-03-12
73.3
SOTA
KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction arXiv:2403.07969
Image EnhancementonWNUT 2017
F1 score· 2024-03-12
66.4
SOTA
KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction arXiv:2403.07969
Image EnhancementonGIDS
F1 score· 2024-03-12
78
SOTA
KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction arXiv:2403.07969
Image Enhancementonsemeval RE
F1 score· 2024-03-12
66.3
SOTA
KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction arXiv:2403.07969
Image EnhancementonMultiNERD
F1 score· 2024-03-12
96.1
SOTA
KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction arXiv:2403.07969
Image EnhancementonGENIA
F1 score· 2024-03-12
76.7
SOTA
KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction arXiv:2403.07969
Image EnhancementonFindVehicle
F1 score· 2024-03-12
99.4
SOTA
KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction arXiv:2403.07969
Image Enhancementonkbp37
F1 score· 2024-03-12
73.2
SOTA
KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction arXiv:2403.07969
Image EnhancementonDIANN
F1 score· 2024-03-12
94.7
SOTA
KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction arXiv:2403.07969
Image EnhancementonACE 2005-EAE
F1 score· 2024-03-12
70.3
SOTA
KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction arXiv:2403.07969
Image EnhancementonADE Corpus
F1 score· 2024-03-12
84.3
SOTA
KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction arXiv:2403.07969
Image EnhancementonNYT
F1 score· 2024-03-12
93.7
SOTA
KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction arXiv:2403.07969
Image EnhancementonBC2GM
F1 score· 2024-03-12
82
SOTA
KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction arXiv:2403.07969
Image EnhancementonWikiANN
F1 score· 2024-03-12
87
SOTA
KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction arXiv:2403.07969
Image EnhancementonOntoNotes 5.0
F1 score· 2024-03-12
88.2
SOTA
KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction arXiv:2403.07969
Image EnhancementonMIT Restaurant
F1 score· 2024-03-12
81.3
SOTA
KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction arXiv:2403.07969
Image EnhancementonAnatEM
F1 score· 2024-03-12
86.4
SOTA
KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction arXiv:2403.07969