ML Research Wiki / Benchmarks / Scene Text Detection / ICDAR 2013

ICDAR 2013

Scene Text Detection Benchmark

Performance Over Time

📊 Showing 14 results | 📏 Metric: F-Measure

Top Performing Models

Rank Model Paper F-Measure Date Code
1 CRAFT Character Region Awareness for Text Detection 93.10 2019-04-03 📦 JaidedAI/EasyOCR 📦 clovaai/CRAFT-pytorch 📦 backtime92/CRAFT-Reimplementation
2 SPCNET Scene Text Detection with Supervised Pyramid Context Network 90.50 2018-11-21 📦 AirBernard/Scene-Text-Detection-with-SPCNET 📦 brooklyn1900/SPCNet
3 Mask TextSpotter Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes 88.60 2018-07-06 📦 lvpengyuan/masktextspotter.caffe2
4 WordSup (VGG16-synth-icdar) WordSup: Exploiting Word Annotations for Character based Text Detection 87.53 2017-08-22 -
5 PixelLink+VGG16 2s MS PixelLink: Detecting Scene Text via Instance Segmentation 87.50 2018-01-04 📦 ZJULearning/pixel_link 📦 dengdan/seglink 📦 opconty/pixellink_keras 📦 Autonise-AI/Text-Recognition 📦 mayank-git-hub/Text-Recognition
6 SSTD Single Shot Text Detector with Regional Attention 86.00 2017-09-01 📦 BestSonny/SSTD
7 Corner Localization (multi-scale) Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation 84.40 2018-02-25 📦 lvpengyuan/corner
8 TextBoxes++_MS TextBoxes++: A Single-Shot Oriented Scene Text Detector 84.00 2018-01-09 📦 MhLiao/TextBoxes_plusplus 📦 jercas/TextBoxes_plusplus_tf 📦 sonamghosh/local_hack_day_2018
9 Corner-based Region Proposals Detecting Multi-Oriented Text with Corner-based Region Proposals 83.90 2018-04-08 📦 xhzdeng/crpn
10 SegLink Detecting Oriented Text in Natural Images by Linking Segments 83.00 2017-03-19 📦 dengdan/seglink 📦 bgshih/seglink 📦 curbmap/curbmap-ml

All Papers (14)

JaidedAI/EasyOCR clovaai/CRAFT-pytorch
AirBernard/Scene-Text-Detection-with-SPCNET brooklyn1900/SPCNet
lvpengyuan/masktextspotter.caffe2
ZJULearning/pixel_link dengdan/seglink
BestSonny/SSTD
lvpengyuan/corner
MhLiao/TextBoxes_plusplus jercas/TextBoxes_plusplus_tf sonamghosh/local_hack_day_2018
xhzdeng/crpn
dengdan/seglink bgshih/seglink
PaddlePaddle/PaddleOCR ankush-me/SynthText youdao-ai/SRNet
Bartzi/stn-ocr pokalaanirudh/Text-spotting-in-wild-using-YOLO. Narp99/FRI_2018