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

Total-Text

Scene Text Detection Benchmark

Performance Over Time

📊 Showing 26 results | 📏 Metric: F-Measure

Top Performing Models

Rank Model Paper F-Measure Date Code
1 FAST-T-448 FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation 152.80 2021-11-03 📦 whai362/pan_pp.pytorch 📦 czczup/FAST
2 FAST-S-512 FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation 115.50 2021-11-03 📦 whai362/pan_pp.pytorch 📦 czczup/FAST
3 FAST-B-512 FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation 93.20 2021-11-03 📦 whai362/pan_pp.pytorch 📦 czczup/FAST
4 CharNet H-88 (multi-scale) Convolutional Character Networks 85.00 2019-10-17 📦 MalongTech/research-charnet
5 I3CL + SSL(ResNet-50) I3CL:Intra- and Inter-Instance Collaborative Learning for Arbitrary-shaped Scene Text Detection 84.20 2021-08-03 📦 vitae-transformer/vitae-transformer-scene-text-detection
6 SPCNET Scene Text Detection with Supervised Pyramid Context Network 82.80 2018-11-21 📦 AirBernard/Scene-Text-Detection-with-SPCNET 📦 brooklyn1900/SPCNet
7 CharNet H-88 Convolutional Character Networks 81.70 2019-10-17 📦 MalongTech/research-charnet
8 PAN-640 Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network 81.00 2019-08-16 📦 open-mmlab/mmocr 📦 whai362/pan_pp.pytorch 📦 WenmuZhou/PAN.pytorch
9 CRAFT Character Region Awareness for Text Detection 79.90 2019-04-03 📦 JaidedAI/EasyOCR 📦 clovaai/CRAFT-pytorch 📦 backtime92/CRAFT-Reimplementation
10 TextFiled TextField: Learning A Deep Direction Field for Irregular Scene Text Detection 79.90 2018-12-04 📦 YukangWang/TextField

All Papers (26)