ML Research Wiki / Benchmarks / Scene Text Detection / COCO-Text

COCO-Text

Scene Text Detection Benchmark

Performance Over Time

📊 Showing 6 results | 📏 Metric: F-Measure

Top Performing Models

Rank Model Paper F-Measure Date Code
1 Corner-based Region Proposals Detecting Multi-Oriented Text with Corner-based Region Proposals 63.30 2018-04-08 📦 xhzdeng/crpn
2 TextBoxes++_MS TextBoxes++: A Single-Shot Oriented Scene Text Detector 56.70 2018-01-09 📦 MhLiao/TextBoxes_plusplus 📦 jercas/TextBoxes_plusplus_tf 📦 sonamghosh/local_hack_day_2018
3 EAST + VGG16 EAST: An Efficient and Accurate Scene Text Detector 32.40 2017-04-11 📦 PaddlePaddle/PaddleOCR 📦 argman/EAST 📦 dengdan/seglink
4 SSTD Single Shot Text Detector with Regional Attention 31.00 2017-09-01 📦 BestSonny/SSTD
5 WordSup (VGG16-synth-coco) WordSup: Exploiting Word Annotations for Character based Text Detection 30.90 2017-08-22 -
6 Yao et al. Scene Text Detection via Holistic, Multi-Channel Prediction 27.10 2016-06-29 -

All Papers (6)