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Scene Text Detection On Icdar 2015

評価指標

F-Measure
FPS
Precision
Recall

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

Paper Title
TextFuseNet (ResNeXt-101)92.23-93.9690.56TextFuseNet: Scene Text Detection with Richer Fused Features
CharNet H-88 (multi-scale)91.55-92.6590.47Convolutional Character Networks
CharNet H-88 (single-scale)90.97-89.9991.98Convolutional Character Networks
CharNet H-50 (multi-scale)90.16-90.989.44Convolutional Character Networks
SBD90.1-92.188.2Exploring the Capacity of an Orderless Box Discretization Network for Multi-orientation Scene Text Detection
CharNet H-57 (multi-scale)90.06-91.4388.74Convolutional Character Networks
FOTS MS89.84-91.8587.92FOTS: Fast Oriented Text Spotting with a Unified Network
CharNet H-50 (single-scale)89.7-91.1588.3Convolutional Character Networks
CharNet H-57 (single-scale)89.66-88.8890.45Convolutional Character Networks
PMTD89.33-91.387.43Pyramid Mask Text Detector
GNNets88.52-90.4186.71Geometry Normalization Networks for Accurate Scene Text Detection
FOTS87.99-9185.17FOTS: Fast Oriented Text Spotting with a Unified Network
DB-ResNet-50 (1152)87.3-91.883.2Real-time Scene Text Detection with Differentiable Binarization
DBNet++ (ResNet-50) (1152)87.31090.983.9Real-Time Scene Text Detection with Differentiable Binarization and Adaptive Scale Fusion
SPCNET87.2-88.785.8Scene Text Detection with Supervised Pyramid Context Network
FAST-B-128087.115.789.784.6FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation
PSENet-1s87.1-88.785.5Shape Robust Text Detection with Progressive Scale Expansion Network
SAST86.91-86.7287.09A Single-Shot Arbitrarily-Shaped Text Detector based on Context Attended Multi-Task Learning
CRAFT86.9-89.884.3Character Region Awareness for Text Detection
FAST-B-89686.331.889.283.6FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation
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Scene Text Detection On Icdar 2015 | SOTA | HyperAI超神経