OpenCodePapers

scene-text-recognition-on-icdar-2003

Optical Character Recognition (OCR)Scene Text Recognition
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PaperCodeAccuracyModelNameReleaseDate
Why You Should Try the Real Data for the Scene Text Recognition✓ Link97.1Yet Another Text Recognizer2021-07-29
Self-supervised Implicit Glyph Attention for Text Recognition✓ Link97.0SIGA_T2022-03-07
On Recognizing Texts of Arbitrary Shapes with 2D Self-Attention✓ Link96.7SATRN2019-10-10
Decoupled Attention Network for Text Recognition✓ Link95.0DAN2019-12-21
SAFL: A Self-Attention Scene Text Recognizer with Focal Loss✓ Link95.0SAFL2022-01-01
Data Augmentation for Scene Text Recognition✓ Link94.89TRBA + STRAug (extra data)2021-08-16
Revisiting Classification Perspective on Scene Text Recognition✓ Link94.8CSTR2021-02-22
What Is Wrong With Scene Text Recognition Model Comparisons? Dataset and Model Analysis✓ Link94.4Baek et al.2019-04-03
Vision Transformer for Fast and Efficient Scene Text Recognition✓ Link94.3ViTSTR2021-05-18
AON: Towards Arbitrarily-Oriented Text Recognition✓ Link91.5AON2017-11-12
Robust Scene Text Recognition with Automatic Rectification✓ Link90.1RARE2016-03-12
Star-net: A spatial attention residue network for scene text recognition.✓ Link89.9STAR-Net2016-09-20
An End-to-End Trainable Neural Network for Image-based Sequence Recognition and Its Application to Scene Text Recognition✓ Link89.4CRNN2015-07-21
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