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ResearchFormerly WizWand

Scene Text Recognition on IIIT5K 3000 (test)

99.1AccuracyPARSeq_A
-3.059223.462949.98576.5071Feb 22, 2021May 17, 2021Aug 10, 2021Nov 2, 2021Jan 26, 2022Apr 20, 2022Jul 14, 2022
Updated 8mo ago

Evaluation results

MethodLinks
PARSeq_ATrain data=R2022.0799.1
TRBATrain data=R2022.0798.6
ABINetTrain data=R2022.0798.6
PARSeq_NTrain data=R2022.0798.3
VITSTR-STrain data=R2022.0798.1
PARSeq_ATrain data=S2022.0797
PARSeqType=VL, Backbone=DeiT, Structure=Transformer, Size=32×1282022.0397
LevOCRType=VL, Backbone=ResNet45, Structure=ResNet, Size=32×1282022.0396.6
SIGATType=V, Backbone=ViT-B, Structure=Transformer, Size=32×1282022.0396.6
ABINet+ConCLRType=VL, Backbone=ResNet45-Trns, Structure=Transformer, Size=32×1282022.0396.5
TRBATrain data=S2022.0796.3
ABINetTrain data=S32022.0796.2
ABINetType=VL, Backbone=ResNet45-Trns, Structure=Transformer, Size=32×1282022.0396.2
SIGARType=V, Backbone=ResNet45, Structure=ResNet, Size=32×1282022.0395.9
VisionLANTrain data=S2022.0795.8
VisionLANType=VL, Backbone=ResNet45, Structure=ResNet, Size=64×2562022.0395.8
S-GTRType=VL, Backbone=ResNet50Dilated-PPM, Structure=ResNet, Size=64×2562022.0395.8
TextScannerTrain data=S*2022.0795.7
PARSeq_NTrain data=S2022.0795.7
PREN2DTrain data=S2022.0795.6
LevOCRType=VL, Backbone=ViT, Structure=Transformer, Size=32×1282022.0395.6
Robust ScannerTrain data=S,B2022.0795.4
ABINetTrain data=S2022.0795.3
Bhunia et al.Train data=S2022.0795.2
CVAE-FeedTrain data=S2022.0795.2
Bhunia et al.Type=VL, Backbone=ResNet50-FPN, Structure=ResNet, Size=32×1002022.0395.2
RCEEDTrain data=S,B2022.0794.9
SRNTrain data=S2022.0794.8
SRNType=VL, Backbone=ResNet50-FPN, Structure=ResNet, Size=64×2562022.0394.8
AutoSTRTrain data=S2022.0794.7
CRNNTrain data=R2022.0794.6
PlugNetTrain data=S2022.0794.4
STN-CSTRTrain data=S2022.0794.2
VITSTR-STrain data=S2022.0794
TRBATrain data=S2022.0792.1
CRNNTrain data=S2022.0791.2
VITSTR-BTrain data=S22022.0788.4
CRNNTrain data=S2022.0784.3
SRNTraining Data=MJ+ST, Annotations=word2021.020.948
DANTraining Data=MJ+ST, Annotations=word2021.020.943
STN-CSTRTraining Data=MJ+ST, Annotations=word, STN=true2021.020.942
TextScannerTraining Data=MJ+ST, Annotations=word,char2021.020.939
SEEDTraining Data=MJ+ST, Annotations=word, Beam search=true2021.020.938
CSTRTraining Data=MJ+ST, Annotations=word, STN=false2021.020.937
ASTERTraining Data=MJ+ST, Annotations=word, Beam search=true2021.020.934
SATRNTraining Data=MJ+ST, Annotations=word2021.020.928
CA-FCNTraining Data=ST, Annotations=word,char2021.020.919
SARTraining Data=MJ+ST, Annotations=word, Test-Time Augmentation (TTA)=true2021.020.915
Baek et al.Training Data=MJ+ST, Annotations=word2021.020.879
FANTraining Data=MJ+ST, Annotations=word2021.020.874
AONTraining Data=MJ+ST, Annotations=word2021.020.87