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ResearchFormerly WizWand

Scene Text Recognition on IC 2013 (test)

97.4AccuracyABINet
88.24890.6249395.376Jun 13, 2021Aug 27, 2021Nov 10, 2021Jan 25, 2022Apr 10, 2022Jun 24, 2022Sep 8, 2022
Updated 8mo ago

Evaluation results

MethodLinks
ABINetLanguage Mode=Lan-aware, Params (M)=36.7, Speed (ms)=51.32022.0497.4
ABINetTraining Data=MJ and ST, Lexicon=None2022.0997.4
MGP-STR FuseTraining Data=MJ and ST, Lexicon=None2022.0997.32
SVTR-LBackbone=Large, Params (M)=40.8, Speed (ms)=18.02022.0497.2
SVTR-BBackbone=Base, Params (M)=24.6, Speed (ms)=8.52022.0497.1
MGP-STR VisionTraining Data=MJ and ST, Lexicon=None2022.0996.5
PREN2DLanguage Mode=Lan-aware2022.0496.4
VSTLanguage Mode=Lan-aware, Params (M)=64.02022.0496.4
SVTR-TBackbone=Tiny, Params (M)=6.03, Speed (ms)=4.52022.0496.3
VisionLANLanguage Mode=Lan-aware, Params (M)=32.8, Speed (ms)=28.02022.0495.7
SVTR-SBackbone=Small, Params (M)=10.3, Speed (ms)=8.02022.0495.7
VisionLANTraining Data=MJ and ST, Lexicon=None2022.0995.7
VST*Language Mode=Lan-free2022.0495.6
SRNLanguage Mode=Lan-aware, Params (M)=54.7, Speed (ms)=25.42022.0495.5
SRNTraining Data=MJ and ST, Lexicon=None2022.0995.5
Mask TextSpotterLexicon-free=true, Character-level annotations=true2021.0695.3
MASTERLexicon-free=true, Character-level annotations=false2021.0695.3
MASTERTraining Data=MJ and ST, Lexicon=None2022.0995.3
ABINet*Language Mode=Lan-free, Params (M)=23.5, Speed (ms)=50.62022.0494.9
RobustScannerTraining Data=MJ and ST, Lexicon=None2022.0994.8
NRTRLexicon-free=true, Character-level annotations=false2021.0694.7
RCEEDLexicon-free=true, Character-level annotations=false2021.0694.7
PREN*Language Mode=Lan-free, Params (M)=29.1, Speed (ms)=40.02022.0494.7
NRTRLanguage Mode=Lan-aware, Params (M)=31.7, Speed (ms)=1602022.0494.7
EPLexicon-free=true, Character-level annotations=true2021.0694.4
RobustScannerLexicon-free=true, Character-level annotations=false2021.0694.1
SATRNTraining Data=MJ and ST, Lexicon=None2022.0994.1
SARLexicon-free=true, Character-level annotations=false2021.0694
DANTraining Data=MJ and ST, Lexicon=None2022.0993.9
SCATTERLexicon-free=true, Character-level annotations=false2021.0693.8
TBRATraining Data=MJ and ST, Lexicon=None2022.0993.6
FANLexicon-free=true, Character-level annotations=true2021.0693.3
Yang, L et al.Lexicon-free=true, Character-level annotations=false2021.0693.2
SRN*Language Mode=Lan-free2022.0493.2
ViTSTRLanguage Mode=Lan-free, Params (M)=85.5, Speed (ms)=11.22022.0493.2
ViTSTRTraining Data=MJ and ST, Lexicon=None2022.0993.2
SAR 3 x 20Lexicon-free=true, Character-level annotations=false2021.0693.1
TextScannerTraining Data=MJ and ST, Lexicon=None2022.0992.9
SE-ASTERTraining Data=MJ and ST, Lexicon=None2022.0992.8
MORANLexicon-free=true, Character-level annotations=false2021.0692.4
ASTERLexicon-free=true, Character-level annotations=false2021.0691.8
ESIRLexicon-free=true, Character-level annotations=false2021.0691.3
ESIRTraining Data=MJ and ST, Lexicon=None2022.0991.3
Char-NetLexicon-free=true, Character-level annotations=true2021.0691.1
CRNNLanguage Mode=Lan-free, Params (M)=8.3, Speed (ms)=6.32022.0491.1
ZOU, L et al.Lexicon-free=true, Character-level annotations=false2021.0691
SARLanguage Mode=Lan-aware, Params (M)=57.5, Speed (ms)=1202022.0491
RosettaLanguage Mode=Lan-free, Params (M)=44.3, Speed (ms)=10.52022.0490.9
R2AMLexicon-free=true, Character-level annotations=false2021.0690
CRNNLexicon-free=true, Character-level annotations=false2021.0689.6
RARELexicon-free=true, Character-level annotations=false2021.0688.6