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Scene Text Detection On Total Text

Metrics

F-Measure
FPS
Precision
Recall

Results

Performance results of various models on this benchmark

Paper Title
MixNet90.5%15.293.088.1MixNet: Toward Accurate Detection of Challenging Scene Text in the Wild
SRFormer (ResNet-50)90.0%-92.2%87.9%SRFormer: Text Detection Transformer with Incorporated Segmentation and Regression
DPText-DETR (ResNet-50)89.0%1791.8%86.4%DPText-DETR: Towards Better Scene Text Detection with Dynamic Points in Transformer
TextFuseNet (ResNeXt-101)87.5%-89.285.8TextFuseNet: Scene Text Detection with Richer Fused Features
FAST-B-80087.5%4690.085.2FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation
I3CL + SSL(ResNet-50)86.9%-89.884.2I3CL:Intra- and Inter-Instance Collaborative Learning for Arbitrary-shaped Scene Text Detection
CharNet H-88 (multi-scale)86.5%-8885Convolutional Character Networks
FAST-B-64086.4%67.589.983.2FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation
DBNet++ (ResNet-50) (800)86%2888.983.2Real-Time Scene Text Detection with Differentiable Binarization and Adaptive Scale Fusion
FAST-B-51285.8%93.289.682.4FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation
CharNet H-8885.6%-89.981.7Convolutional Character Networks
SA-Text85.6%---A method for detecting text of arbitrary shapes in natural scenes that improves text spotting
PAN-64085%-89.381Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network
FAST-S-51284.9%115.588.381.7FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation
DB-ResNet-50 (800)84.7%---Real-time Scene Text Detection with Differentiable Binarization
TextCohesion84.6%---TextCohesion: Detecting Text for Arbitrary Shapes
CRAFT83.6%-87.679.9Character Region Awareness for Text Detection
DBNet++ (ResNet-18) (800)83.3%4887.479.6Real-Time Scene Text Detection with Differentiable Binarization and Adaptive Scale Fusion
SPCNET82.9%-8382.8Scene Text Detection with Supervised Pyramid Context Network
FAST-T-44881.6%152.886.577.2FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation
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Scene Text Detection On Total Text | SOTA | HyperAI