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Benchmarks
Semantic Entity Recognition on SROIE
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98.45
SER Accuracy
GraphDoc
94.654
95.6395
96.625
97.6105
Sep 29, 2024
SER Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
SER Accuracy
GraphDoc
#Params=265M
2024.09
98.45
Wukong-Reader
#Params=470M
2024.09
98.15
mmLayout
#Params=large
2024.09
97.91
UNER
#Params=base, supervis...
2024.09
97.61
ERNIE-Layout
#Params=large
2024.09
97.55
LayoutMask
#Params=404M
2024.09
97.27
RORE-GeoLayoutLM
#Params=399M+24
2024.09
96.97
StrucTexT
#Params=107M
2024.09
96.88
BROS
#Params=340M
2024.09
96.62
GeoLayoutLM
#Params=399M, reproduc...
2024.09
96.62
RORE-LayoutLMv3
#Params=368M+24
2024.09
96.59
MatchVIE
#Params=base
2024.09
96.57
LayoutLMv3
#Params=368M, reproduc...
2024.09
96.12
RORE-LayoutLMv3
#Params=133M+12
2024.09
95.65
LayoutLMv3
#Params=133M, reproduc...
2024.09
94.8
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