ML Research Wiki / Benchmarks / Scene Text Detection / ICDAR 2015

ICDAR 2015

Scene Text Detection Benchmark

Performance Over Time

📊 Showing 41 results | 📏 Metric: F-Measure

Top Performing Models

Rank Model Paper F-Measure Date Code
1 CharNet H-88 (single-scale) Convolutional Character Networks 91.98 2019-10-17 📦 MalongTech/research-charnet
2 CharNet H-88 (multi-scale) Convolutional Character Networks 90.47 2019-10-17 📦 MalongTech/research-charnet
3 CharNet H-57 (single-scale) Convolutional Character Networks 90.45 2019-10-17 📦 MalongTech/research-charnet
4 CharNet H-50 (multi-scale) Convolutional Character Networks 89.44 2019-10-17 📦 MalongTech/research-charnet
5 CharNet H-57 (multi-scale) Convolutional Character Networks 88.74 2019-10-17 📦 MalongTech/research-charnet
6 CharNet H-50 (single-scale) Convolutional Character Networks 88.30 2019-10-17 📦 MalongTech/research-charnet
7 SBD Exploring the Capacity of an Orderless Box Discretization Network for Multi-orientation Scene Text Detection 88.20 2019-12-20 📦 Yuliang-Liu/Box_Discretization_Network
8 FOTS MS FOTS: Fast Oriented Text Spotting with a Unified Network 87.92 2018-01-05 📦 jiangxiluning/FOTS.PyTorch 📦 Pay20Y/FOTS_TF 📦 xieyufei1993/FOTS
9 PMTD Pyramid Mask Text Detector 87.43 2019-03-28 📦 jjprincess/PMTD 📦 anhnguyen9a7/pyramid-mask-and-plane-clustering-visualization
10 SAST A Single-Shot Arbitrarily-Shaped Text Detector based on Context Attended Multi-Task Learning 87.09 2019-08-15 📦 PaddlePaddle/PaddleOCR

All Papers (41)