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Relation Extraction on FUNSD
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89.45
EN Performance Score
GeoLayoutLM
24.0756
41.0478
58.02
74.9922
Feb 28, 2022
May 8, 2022
Jul 17, 2022
Sep 24, 2022
Dec 3, 2022
Feb 10, 2023
Apr 21, 2023
EN Performance Score
Updated 4d ago
Evaluation Results
Method
Method
Links
EN Performance Score
GeoLayoutLM
#Params=399M
2023.04
89.45
LayoutLMv3_LARGE
#Params=357M
2023.04
80.35
BROS_LARGE
#Params=340M
2023.04
77.01
LiLT[InfoXLM] BASE
Multitask fine-tuning=...
2022.02
74.07
LayoutLMv2_LARGE
#Params=426M
2023.04
70.57
LayoutXLM_BASE
Multitask fine-tuning=...
2022.02
66.71
SERA
2023.04
65.96
LiLT[InfoXLM]-BASE
Pre-training Data Lang...
2022.02
62.76
LayoutXLM-BASE
Pre-training Data Lang...
2022.02
54.83
StrucTexT
#Params=107M
2023.04
44.1
LayoutLM_LARGE
#Params=343M
2023.04
42.83
InfoXLM_BASE
Multitask fine-tuning=...
2022.02
36.99
XLM-R_BASE
Multitask fine-tuning=...
2022.02
36.38
InfoXLM-BASE
Pre-training Data Lang...
2022.02
29.2
BERT_LARGE
#Params=340M
2023.04
29.11
XLM-RoBERTa-BASE
Pre-training Data Lang...
2022.02
26.59
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