Overview

• Number of checkpoints: 31

• Number of configs: 22

• Number of papers: 17

  • ALGORITHM: 16

  • PREPROCESSOR: 1

Key Information Extraction Models

• Number of checkpoints: 3

• Number of configs: 3

• Number of papers: 1

  • [ALGORITHM] Spatial Dual-Modality Graph Reasoning for Key Information Extraction

Named Entity Recognition Models

• Number of checkpoints: 1

• Number of configs: 1

• Number of papers: 1

  • [ALGORITHM] Bert: Pre-Training of Deep Bidirectional Transformers for Language Understanding

Text Detection Models

• Number of checkpoints: 14

• Number of configs: 8

• Number of papers: 7

  • [ALGORITHM] Deep Relational Reasoning Graph Network for Arbitrary Shape Text Detection

  • [ALGORITHM] Efficient and Accurate Arbitrary-Shaped Text Detection With Pixel Aggregation Network

  • [ALGORITHM] Fourier Contour Embedding for Arbitrary-Shaped Text Detection

  • [ALGORITHM] Mask R-CNN

  • [ALGORITHM] Real-Time Scene Text Detection With Differentiable Binarization

  • [ALGORITHM] Shape Robust Text Detection With Progressive Scale Expansion Network

  • [ALGORITHM] Textsnake: A Flexible Representation for Detecting Text of Arbitrary Shapes

Text Recognition Models

• Number of checkpoints: 13

• Number of configs: 10

• Number of papers: 8

  • [ALGORITHM] An End-to-End Trainable Neural Network for Image-Based Sequence Recognition and Its Application to Scene Text Recognition

  • [ALGORITHM] Nrtr: A No-Recurrence Sequence-to-Sequence Model for Scene Text Recognition

  • [ALGORITHM] On Recognizing Texts of Arbitrary Shapes With 2d Self-Attention

  • [ALGORITHM] Read Like Humans: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Recognition

  • [ALGORITHM] Robustscanner: Dynamically Enhancing Positional Clues for Robust Text Recognition

  • [ALGORITHM] Segocr Simple Baseline.

  • [ALGORITHM] Show, Attend and Read: A Simple and Strong Baseline for Irregular Text Recognition

  • [PREPROCESSOR] Robust Scene Text Recognition With Automatic Rectification