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From paper: FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation

From paper: FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation

Detection variant. ICML 2024. Table 1 in arxiv:2405.19765.

From paper: MixNet: Toward Accurate Detection of Challenging Scene Text in the Wild

With pre-training. AAAI 2025. Table 1 in arxiv:2412.14692.

From paper: SRFormer: Text Detection Transformer with Incorporated Segmentation and Regression

From paper: DPText-DETR: Towards Better Scene Text Detection with Dynamic Points in Transformer

With pre-training. AAAI 2024 Oral. Table 7 in arxiv:2412.14692.

Without pre-training. AAAI 2025. Table 1 in arxiv:2412.14692.

From paper: FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation

From paper: FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation

From paper: Convolutional Character Networks

From paper: I3CL:Intra- and Inter-Instance Collaborative Learning for Arbitrary-shaped Scene Text Detection

From paper: FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation

ResNet-50 backbone. Table I in paper. arxiv:2512.06657

From paper: Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network

From paper: TextFuseNet: Scene Text Detection with Richer Fused Features

From paper: Real-Time Scene Text Detection with Differentiable Binarization and Adaptive Scale Fusion

From paper: FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation

From paper: Convolutional Character Networks

From paper: Character Region Awareness for Text Detection

From paper: Real-Time Scene Text Detection with Differentiable Binarization and Adaptive Scale Fusion

From paper: FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation

From paper: Fused Text Segmentation Networks for Multi-oriented Scene Text Detection

From paper: Shape Robust Text Detection with Progressive Scale Expansion Network

From paper: Scene Text Detection with Supervised Pyramid Context Network

From paper: TextSnake: A Flexible Representation for Detecting Text of Arbitrary Shapes

From paper: TextField: Learning A Deep Direction Field for Irregular Scene Text Detection

Detection variant. P=93.98, R=88.17. ICML 2024. Table 1 in arxiv:2405.19765.

From paper: MixNet: Toward Accurate Detection of Challenging Scene Text in the Wild

From paper: SRFormer: Text Detection Transformer with Incorporated Segmentation and Regression

With pre-training. P=92.6, R=87.3. AAAI 2025. Table 1 in arxiv:2412.14692.

ResNet-50 backbone. Table I in paper. arxiv:2512.06657

With pre-training. P=90.3, R=87.8. AAAI 2024 Oral. Table 7 in arxiv:2412.14692.

From paper: DPText-DETR: Towards Better Scene Text Detection with Dynamic Points in Transformer

Without pre-training. P=90.1, R=86.1. AAAI 2025. Table 1 in arxiv:2412.14692.

From paper: FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation

From paper: TextFuseNet: Scene Text Detection with Richer Fused Features

From paper: I3CL:Intra- and Inter-Instance Collaborative Learning for Arbitrary-shaped Scene Text Detection

From paper: Convolutional Character Networks

From paper: FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation

From paper: Real-Time Scene Text Detection with Differentiable Binarization and Adaptive Scale Fusion

From paper: FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation

From paper: A method for detecting text of arbitrary shapes in natural scenes that improves text spotting

From paper: Convolutional Character Networks

From paper: Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network

From paper: FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation

From paper: Real-time Scene Text Detection with Differentiable Binarization

From paper: TextCohesion: Detecting Text for Arbitrary Shapes

From paper: Character Region Awareness for Text Detection

From paper: Real-Time Scene Text Detection with Differentiable Binarization and Adaptive Scale Fusion

From paper: Scene Text Detection with Supervised Pyramid Context Network

From paper: FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation

From paper: Fused Text Segmentation Networks for Multi-oriented Scene Text Detection

From paper: TextField: Learning A Deep Direction Field for Irregular Scene Text Detection

From paper: Shape Robust Text Detection with Progressive Scale Expansion Network

From paper: TextSnake: A Flexible Representation for Detecting Text of Arbitrary Shapes

From paper: DeepSolo: Let Transformer Decoder with Explicit Points Solo for Text Spotting

From paper: DeepSolo: Let Transformer Decoder with Explicit Points Solo for Text Spotting

From paper: Towards Unified Scene Text Spotting based on Sequence Generation

From paper: A3S: Adversarial learning of semantic representations for Scene-Text Spotting

From paper: SwinTextSpotter: Scene Text Spotting via Better Synergy between Text Detection and Text Recognition

From paper: Text Spotting Transformers

From paper: MANGO: A Mask Attention Guided One-Stage Scene Text Spotter

From paper: DEER: Detection-agnostic End-to-End Recognizer for Scene Text Spotting

From paper: GLASS: Global to Local Attention for Scene-Text Spotting

From paper: Mask TextSpotter v3: Segmentation Proposal Network for Robust Scene Text Spotting

From paper: ABCNet v2: Adaptive Bezier-Curve Network for Real-time End-to-end Text Spotting

ResNet-50 backbone. Table I in paper. arxiv:2512.06657

Detection variant. ICML 2024. Table 1 in arxiv:2405.19765.

From paper: MixNet: Toward Accurate Detection of Challenging Scene Text in the Wild

From paper: SRFormer: Text Detection Transformer with Incorporated Segmentation and Regression

With pre-training. AAAI 2024 Oral. Table 7 in arxiv:2412.14692.

With pre-training. AAAI 2025. Table 1 in arxiv:2412.14692.

From paper: DPText-DETR: Towards Better Scene Text Detection with Dynamic Points in Transformer

Without pre-training. AAAI 2025. Table 1 in arxiv:2412.14692.

From paper: TextFuseNet: Scene Text Detection with Richer Fused Features

From paper: FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation

From paper: Convolutional Character Networks

From paper: I3CL:Intra- and Inter-Instance Collaborative Learning for Arbitrary-shaped Scene Text Detection

From paper: FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation

From paper: Real-Time Scene Text Detection with Differentiable Binarization and Adaptive Scale Fusion

From paper: Scene Text Detection with Supervised Pyramid Context Network

From paper: FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation

From paper: Convolutional Character Networks

From paper: FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation

From paper: Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network

From paper: TextField: Learning A Deep Direction Field for Irregular Scene Text Detection

From paper: Character Region Awareness for Text Detection

From paper: Real-Time Scene Text Detection with Differentiable Binarization and Adaptive Scale Fusion

From paper: DeepSolo: Let Transformer Decoder with Explicit Points Solo for Text Spotting

From paper: DeepSolo: Let Transformer Decoder with Explicit Points Solo for Text Spotting

From paper: A3S: Adversarial learning of semantic representations for Scene-Text Spotting

From paper: Towards Unified Scene Text Spotting based on Sequence Generation