ML Research Wiki / Benchmarks / Scene Text Detection / SCUT-CTW1500

SCUT-CTW1500

Scene Text Detection Benchmark

Performance Over Time

📊 Showing 16 results | 📏 Metric: F-Measure

Top Performing Models

Rank Model Paper F-Measure Date Code
1 MixNet MixNet: Toward Accurate Detection of Challenging Scene Text in the Wild 89.80 2023-08-23 📦 D641593/MixNet
2 SRFormer (ResNet-50) SRFormer: Text Detection Transformer with Incorporated Segmentation and Regression 89.60 2023-08-21 📦 opendrivelab/elm 📦 retsuh-bqw/SRFormer-Text-Det
3 DPText-DETR (ResNet50) DPText-DETR: Towards Better Scene Text Detection with Dynamic Points in Transformer 88.80 2022-07-10 📦 ymy-k/dptext-detr
4 I3CL + SSL I3CL:Intra- and Inter-Instance Collaborative Learning for Arbitrary-shaped Scene Text Detection 86.50 2021-08-03 📦 vitae-transformer/vitae-transformer-scene-text-detection
5 PAN Mask R-CNN with Pyramid Attention Network for Scene Text Detection 85.00 2018-11-22 -
6 FAST-B-640 FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation 84.20 2021-11-03 📦 whai362/pan_pp.pytorch 📦 czczup/FAST
7 PAN-640 Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network 83.70 2019-08-16 📦 open-mmlab/mmocr 📦 whai362/pan_pp.pytorch 📦 WenmuZhou/PAN.pytorch
8 CRAFT Character Region Awareness for Text Detection 83.50 2019-04-03 📦 JaidedAI/EasyOCR 📦 clovaai/CRAFT-pytorch 📦 backtime92/CRAFT-Reimplementation
9 DB-ResNet50 (1024) Real-time Scene Text Detection with Differentiable Binarization 83.40 2019-11-20 📦 PaddlePaddle/PaddleOCR 📦 mindee/doctr 📦 open-mmlab/mmocr
10 FAST-B-512 FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation 82.90 2021-11-03 📦 whai362/pan_pp.pytorch 📦 czczup/FAST

All Papers (16)