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ResearchFormerly WizWand

Scene Text Recognition on ICDAR 2015 (test)

87.24AccuracyMGP-STR Fuse
58.910466.265273.6280.9748Nov 12, 2017Sep 1, 2018Jun 22, 2019Apr 10, 2020Jan 29, 2021Nov 18, 2021Sep 8, 2022
Updated 8mo ago

Evaluation results

MethodLinks
MGP-STR FuseTraining Data=MJ and ST, Lexicon=None2022.0987.24
MGP-STR VisionTraining Data=MJ and ST, Lexicon=None2022.0986.25
ABINetTraining Data=MJ and ST, Lexicon=None2022.0986
VisionLANTraining Data=MJ and ST, Lexicon=None2022.0983.7
SRNTraining Data=MJ and ST, Lexicon=None2022.0982.7
RCEEDLexicon-free=true, Character-level annotations=false2021.0682.2
SCATTERLexicon-free=true, Character-level annotations=false2021.0681.8
SE-ASTERTraining Data=MJ and ST, Lexicon=None2022.0980
MASTERLexicon-free=true, Character-level annotations=false2021.0679.4
TextScannerTraining Data=MJ and ST, Lexicon=None2022.0979.4
MASTERTraining Data=MJ and ST, Lexicon=None2022.0979.4
RobustScannerLexicon-free=true, Character-level annotations=false2021.0679.2
SATRNTraining Data=MJ and ST, Lexicon=None2022.0979
SARLexicon=None, Training Level=word-level2018.1178.8
SARLexicon-free=true, Character-level annotations=false2021.0678.8
ViTSTRTraining Data=MJ and ST, Lexicon=None2022.0978.5
Mask TextSpotterLexicon-free=true, Character-level annotations=true2021.0678.2
TBRATraining Data=MJ and ST, Lexicon=None2022.0977.6
SAFL2022.0177.5
RobustScannerTraining Data=MJ and ST, Lexicon=None2022.0977.1
ESIRLexicon-free=true, Character-level annotations=false2021.0676.9
ESIR2022.0176.9
ESIRTraining Data=MJ and ST, Lexicon=None2022.0976.9
SAR 3 x 20Lexicon-free=true, Character-level annotations=false2021.0676.2
Shi et al. 2018Lexicon=None, Training Level=word-level2018.1176.1
ASTERLexicon-free=true, Character-level annotations=false2021.0676.1
ASTER2022.0176.1
DANTraining Data=MJ and ST, Lexicon=None2022.0974.5
Liu, Chen, and Wong 2018Lexicon=None, Training Level=word-level and character-level2018.1174.2
Char-NetLexicon-free=true, Character-level annotations=true2021.0674.2
Yang, L et al.Lexicon-free=true, Character-level annotations=false2021.0674
Bai et al. 2018Lexicon=None, Training Level=word-level and character-level2018.1173.9
EPLexicon-free=true, Character-level annotations=true2021.0673.9
EP2022.0173.9
Baek et al.2022.0171.8
Cheng et al. 2017Lexicon=None, Training Level=word-level and character-level2018.1170.6
FANLexicon-free=true, Character-level annotations=true2021.0670.6
FAN2022.0170.6
SAR2022.0169.2
MORANLexicon-free=true, Character-level annotations=false2021.0668.8
AON (Ours)Lexicon=None2017.1168.2
Cheng et al. 2018Lexicon=None, Training Level=word-level2018.1168.2
Naive_baseLexicon=None2017.1167.8
STN_baseLexicon=None2017.1167.5
Cheng et al.Lexicon=None2017.1166.2
Char-Net2022.0160