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Entity Recognition on CORD official (test)

98.94F1 Score

UDoc

Updated 1mo ago

Evaluation Results

Method	Links
UDoc 2022.04		98.94
DocTr 2023.07		98.2
LayoutLMv3_LARGE 2022.04		97.46
BROS_LARGE 2022.04		97.4
BROS_LARGE 2023.07		97.3
FormNet 2023.07		97.3
FormNet 2022.04		97.28
DocFormer_LARGE 2023.07		97
DocFormer_LARGE 2022.04		96.99
UDoc* 2022.04		96.86
UDoc 2022.04		96.64
LayoutLMv3_BASE 2022.04		96.56
BROS_BASE 2023.07		96.5
TILT-Large 2022.04		96.33
DocFormer_BASE 2022.04		96.33
TILT_LARGE 2022.04		96.33
DocFormer_BASE 2023.07		96.3
LiLT_BASE 2022.04		96.07
LayoutLMv2-Large 2022.04		96.01
LayoutLMv2_LARGE 2022.04		96.01
LayoutLMv2_LARGE 2023.07		96
BROS_BASE 2022.04		95.73
TILT-Base 2022.04		95.11
TILT_BASE 2022.04		95.11
LayoutLMv2_BASE 2023.07		95
LayoutLM_LARGE 2023.07		95
LayoutLMv2-Base 2022.04		94.95
LayoutLMv2_BASE 2022.04		94.95
LayoutLM-Large 2022.04		94.93
LayoutLM-Base 2022.04		94.72
LayoutLM_BASE 2023.07		94.7
RoBERTa_LARGE 2022.04		93.8
RoBERTa_BASE 2022.04		93.54
BERT-Large 2022.04		90.25
BERT_LARGE 2022.04		90.25
BERT-Base 2022.04		89.68
BERT_BASE 2022.04		89.68