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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 101–150 of 595 papers

TitleStatusHype
Arbitrary Shape Text Detection via Segmentation with Probability MapsCode1
ConDA: Contrastive Domain Adaptation for AI-generated Text DetectionCode1
ICDAR 2019 Competition on Large-scale Street View Text with Partial Labeling -- RRC-LSVTCode1
AI as Humanity's Salieri: Quantifying Linguistic Creativity of Language Models via Systematic Attribution of Machine Text against Web TextCode1
AI-generated text boundary detection with RoFTCode1
ContourNet: Taking a Further Step toward Accurate Arbitrary-shaped Scene Text DetectionCode1
Detecting Subtle Differences between Human and Model Languages Using Spectrum of Relative LikelihoodCode1
Text Spotting TransformersCode1
Adaptive Boundary Proposal Network for Arbitrary Shape Text DetectionCode1
COO: Comic Onomatopoeia Dataset for Recognizing Arbitrary or Truncated TextsCode1
GPT-generated Text Detection: Benchmark Dataset and Tensor-based Detection MethodCode1
CORE-Text: Improving Scene Text Detection with Contrastive Relational ReasoningCode1
GLASS: Global to Local Attention for Scene-Text SpottingCode1
A Multiplexed Network for End-to-End, Multilingual OCRCode1
IMGTB: A Framework for Machine-Generated Text Detection BenchmarkingCode1
Unconstrained Text Detection in MangaCode1
UnrealText: Synthesizing Realistic Scene Text Images from the Unreal WorldCode1
Towards Reliable Detection of LLM-Generated Texts: A Comprehensive Evaluation Framework with CUDRTCode1
Focus, Distinguish, and Prompt: Unleashing CLIP for Efficient and Flexible Scene Text RetrievalCode1
Large Language Models can be Guided to Evade AI-Generated Text DetectionCode1
FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel RepresentationCode1
KInIT at SemEval-2024 Task 8: Fine-tuned LLMs for Multilingual Machine-Generated Text DetectionCode1
Fourier Contour Embedding for Arbitrary-Shaped Text DetectionCode1
LRANet: Towards Accurate and Efficient Scene Text Detection with Low-Rank Approximation NetworkCode1
FUNSD: A Dataset for Form Understanding in Noisy Scanned DocumentsCode1
Deepfake Text Detection: Limitations and OpportunitiesCode1
DetectRL: Benchmarking LLM-Generated Text Detection in Real-World ScenariosCode1
End-to-End Video Text Spotting with TransformerCode1
GenAI Content Detection Task 1: English and Multilingual Machine-Generated Text Detection: AI vs. HumanCode1
Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation NetworkCode1
Enhancing Scene Text Detectors with Realistic Text Image Synthesis Using Diffusion ModelsCode1
ESTextSpotter: Towards Better Scene Text Spotting with Explicit Synergy in TransformerCode1
Deep Relational Reasoning Graph Network for Arbitrary Shape Text DetectionCode1
Findings of the The RuATD Shared Task 2022 on Artificial Text Detection in RussianCode1
Implicit Feature Alignment: Learn to Convert Text Recognizer to Text SpotterCode1
Shape Robust Text Detection with Progressive Scale Expansion NetworkCode1
Deep Direct Regression for Multi-Oriented Scene Text Detection—0
Attention-based Feature Decomposition-Reconstruction Network for Scene Text Detection—0
All You Need is a Second Look: Towards Arbitrary-Shaped Text Detection—0
A Text Detection System for Natural Scenes With Convolutional Feature Learning and Cascaded Classification—0
DPTNet: A Dual-Path Transformer Architecture for Scene Text Detection—0
Detecting Curve Text with Local Segmentation Network and Curve Connection—0
Accurate Scene Text Detection through Border Semantics Awareness and Bootstrapping—0
Curved Text Detection in Natural Scene Images with Semi- and Weakly-Supervised Learning—0
Cursive Caption Text Detection in Videos—0
Adaptive Segmentation Network for Scene Text Detection—0
Domain Gating Ensemble Networks for AI-Generated Text Detection—0
DUET: Detection Utilizing Enhancement for Text in Scanned or Captured Documents—0
CT-Net: Arbitrary-Shaped Text Detection via Contour Transformer—0
A Single Shot Text Detector with Scale-adaptive Anchors—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