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ResearchFormerly WizWand

Scene Text Recognition on SVTP 645 samples (test)

98.6Word AccuracyDTrOCR
63.44872.57481.790.826Sep 21, 2021Jan 17, 2022May 15, 2022Sep 10, 2022Jan 6, 2023May 4, 2023Aug 30, 2023
Updated 8mo ago

Evaluation results

MethodLinks
DTrOCRTraining data=Real2023.0898.6
PARSeqTraining data=Real2023.0895.7
DTrOCRTraining data=Synth2023.0895
ABINetTraining data=Real2023.0893.9
TRBATraining data=Real2023.0893.7
TrOCRBackbone=TrOCR-Large, Training Data=Synthetic + Benchmark2021.0993
TrOCRBackbone=TrOCR-Base, Training Data=Synthetic + Benchmark2021.0992.1
TrOCRBackbone=TrOCR-Large, Training Data=Synthetic2021.0991
TrOCR_LARGETraining data=Synth2023.0891
TrOCRBackbone=TrOCR-Base, Training Data=Synthetic2021.0990.7
TrOCR_BASETraining data=Synth2023.0890.7
MaskOCRBackbone=ViT-L2021.0990.2
MaskOCR_LARGETraining data=Synth2023.0890.2
MaskOCRBackbone=ViT-B2021.0989.9
MaskOCR_BASETraining data=Synth2023.0889.9
SVTR_BASETraining data=Synth2023.0889.9
ABINet2021.0989.3
ABINetTraining data=Synth2023.0889.3
DiffusionSTRTraining data=Synth2023.0889.2
CVAE-Feed.2021.0988.9
PARSeq2021.0988.9
CVAE-FeedTraining data=Synth2023.0888.9
PARSeqTraining data=Synth2023.0888.9
SVTR_LARGETraining data=Synth2023.0888.4
PREN2D2021.0987.6
PREN2DTraining data=Synth2023.0887.6
STN-CSTR2021.0986.2
VisionLAN2021.0986
VisionLANTraining data=Synth2023.0886
Bhunia2021.0985.7
JVSRTraining data=Synth2023.0885.7
SRN2021.0985.1
SRNTraining data=Synth2023.0885.1
TextScanner2021.0984.8
TextScannerTraining data=Synth2023.0884.8
PlugNet2021.0984.3
PlugNetTraining data=Synth2023.0884.3
RCEED2021.0983.6
RobustScanner2021.0982.9
VITSTR-B2021.0981.8
ViTSTR_BASETraining data=Synth2023.0881.8
AutoSTR2021.0981.7
AutoSTRTraining data=Synth2023.0881.7
CRNNTraining data=Real2023.0880.6
TRBA2021.0979.5
TRBATraining data=Synth2023.0879.5
CRNNTraining data=Synth2023.0865.9
CRNN2021.0964.8