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ResearchFormerly WizWand

Scene Text Recognition on WordArt

88.55AccuracyWATERec
51.99461.484570.97580.4655Nov 23, 2024Feb 27, 2025Jun 3, 2025Sep 7, 2025Dec 12, 2025Mar 18, 2026Jun 23, 2026
Updated 4mo ago

Evaluation results

MethodLinks
WATERecType=AR2026.0688.55
SVTRv2-ARType=AR2026.0687.36
SVTRv2Type=CTC2026.0686.56
MAERecType=AR2026.0686.23
ViSuDatasets=RL+RU2024.1185.9
ABINetType=PD2026.0684.64
PARSeqType=AR2026.0684.51
OTEType=AR2026.0683.98
CLIP-OCR†Datasets=RL2024.1183.5
ParSeq†Datasets=RL2024.1183.1
TRBA-cr†Datasets=RL+RU2024.1182.7
LPV†Datasets=RL2024.1182.5
CPPDType=PD2026.0681.6
BUSNetType=PD2026.0680.67
MGP†Datasets=RL2024.1180.5
Baseline-ViSuTraining Datasets=SL+RU2024.1180.5
LPVType=PD2026.0680.34
TRBA-cr*Training Datasets=SL+RU22024.1180.2
TRBA-ViSuTraining Datasets=SL+RU2024.1177.7
SVTRType=CTC2026.0676.96
TRBA-cr†Training Datasets=SL+RU2024.1176.7
LISTER†Datasets=RL2024.1174.8
CLIP-OCRTraining Datasets=SL2024.1173.9
MGP*Training Datasets=SL2024.1172.4
BaselineTraining Datasets=SL2024.1172.3
ABINet*Training Datasets=SL+Wiki+Uber2024.1171.3
CornerTransformerTraining Datasets=SL2024.1170.8
LISTER*Training Datasets=SL2024.1169.8
TRBA†Training Datasets=SL2024.1169.5
TRBA-pr*Datasets=RL1+RU12024.1164.3
TRBA-pr*Training Datasets=RL+RU12024.1164.3
CRNNType=CTC2026.0662.54
CRNN-ViSuTraining Datasets=SL+RU2024.1156.3
CRNN†Training Datasets=SL2024.1154
CRNN-pr*Datasets=RL1+RU12024.1153.4
CRNN-pr*Training Datasets=RL+RU12024.1153.4