SOTAVerified

Text Detection

Detecting the text in the image and localise it using a bounding box. The text can be in any shape and size. We need to localise all such instances of text in the entire image along with bounding box for each word.

Papers

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Showing 101–150 of 595 papers

TitleStatusHype
Dictionary-Guided Scene Text RecognitionCode1
Self-Attention Based Text Knowledge Mining for Text DetectionCode1
Implicit Feature Alignment: Learn to Convert Text Recognizer to Text SpotterCode1
PolarMask++: Enhanced Polar Representation for Single-Shot Instance Segmentation and BeyondCode1
PAN++: Towards Efficient and Accurate End-to-End Spotting of Arbitrarily-Shaped TextCode1
Stroke-Based Scene Text Erasing Using Synthetic Data for TrainingCode1
Fourier Contour Embedding for Arbitrary-Shaped Text DetectionCode1
Scene Text Retrieval via Joint Text Detection and Similarity LearningCode1
A Multiplexed Network for End-to-End, Multilingual OCRCode1
Towards Robust Visual Information Extraction in Real World: New Dataset and Novel SolutionCode1
Polygon-free: Unconstrained Scene Text Detection with Box AnnotationsCode1
Unconstrained Text Detection in MangaCode1
RRPN++: Guidance Towards More Accurate Scene Text DetectionCode1
One-shot Text Field Labeling using Attention and Belief Propagation for Structure Information ExtractionCode1
Unconstrained Text Detection in Manga: a New Dataset and BaselineCode1
Synthetic-to-Real Unsupervised Domain Adaptation for Scene Text Detection in the WildCode1
TextRay: Contour-based Geometric Modeling for Arbitrary-shaped Scene Text DetectionCode1
AE TextSpotter: Learning Visual and Linguistic Representation for Ambiguous Text SpottingCode1
TweepFake: about Detecting Deepfake TweetsCode1
CLEval: Character-Level Evaluation for Text Detection and Recognition TasksCode1
TextFuseNet: Scene Text Detection with Richer Fused FeaturesCode1
PICK: Processing Key Information Extraction from Documents using Improved Graph Learning-Convolutional NetworksCode1
ContourNet: Taking a Further Step toward Accurate Arbitrary-shaped Scene Text DetectionCode1
UnrealText: Synthesizing Realistic Scene Text Images from the Unreal WorldCode1
Deep Relational Reasoning Graph Network for Arbitrary Shape Text DetectionCode1
ABCNet: Real-time Scene Text Spotting with Adaptive Bezier-Curve NetworkCode1
Exploring the Capacity of an Orderless Box Discretization Network for Multi-orientation Scene Text DetectionCode1
ICDAR 2019 Competition on Large-scale Street View Text with Partial Labeling -- RRC-LSVTCode1
Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation NetworkCode1
Omnidirectional Scene Text Detection with Sequential-free Box DiscretizationCode1
FUNSD: A Dataset for Form Understanding in Noisy Scanned DocumentsCode1
Shape Robust Text Detection with Progressive Scale Expansion NetworkCode1
DeRPN: Taking a further step toward more general object detectionCode1
Shape Robust Text Detection with Progressive Scale Expansion NetworkCode1
Detecting Multi-Oriented Text with Corner-based Region ProposalsCode1
EAST: An Efficient and Accurate Scene Text DetectorCode1
AI Generated Text Detection Using Instruction Fine-tuned Large Language and Transformer-Based Models—0
PhantomHunter: Detecting Unseen Privately-Tuned LLM-Generated Text via Family-Aware Learning—0
Task-driven real-world super-resolution of document scans—0
CL-ISR: A Contrastive Learning and Implicit Stance Reasoning Framework for Misleading Text Detection on Social Media—0
Stress-testing Machine Generated Text Detection: Shifting Language Models Writing Style to Fool DetectorsCode0
Trends and Challenges in Authorship Analysis: A Review of ML, DL, and LLM Approaches—0
AGENT-X: Adaptive Guideline-based Expert Network for Threshold-free AI-generated teXt detection—0
Language Models Optimized to Fool Detectors Still Have a Distinct Style (And How to Change It)—0
FAID: Fine-grained AI-generated Text Detection using Multi-task Auxiliary and Multi-level Contrastive LearningCode0
Domain Gating Ensemble Networks for AI-Generated Text Detection—0
Reliably Bounding False Positives: A Zero-Shot Machine-Generated Text Detection Framework via Multiscaled Conformal Prediction—0
OpenTuringBench: An Open-Model-based Benchmark and Framework for Machine-Generated Text Detection and Attribution—0
TSAL: Few-shot Text Segmentation Based on Attribute Learning—0
VISTA-OCR: Towards generative and interactive end to end OCR models—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ContourNet [69]Precision86.99—Unverified
2DRRG [72]Precision83.87—Unverified
3PSENet [67]Precision78.11—Unverified
4EAST [75]Precision71.48—Unverified
5EASTPrecision70.43—Unverified