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 26–50 of 595 papers

TitleStatusHype
Real-time Scene Text Detection with Differentiable BinarizationCode2
Turning a CLIP Model into a Scene Text SpotterCode2
ESTextSpotter: Towards Better Scene Text Spotting with Explicit Synergy in TransformerCode1
Enhancing Scene Text Detectors with Realistic Text Image Synthesis Using Diffusion ModelsCode1
FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel RepresentationCode1
LRANet: Towards Accurate and Efficient Scene Text Detection with Low-Rank Approximation NetworkCode1
Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation NetworkCode1
End-to-End Video Text Spotting with TransformerCode1
Findings of the The RuATD Shared Task 2022 on Artificial Text Detection in RussianCode1
Adaptive Boundary Proposal Network for Arbitrary Shape Text DetectionCode1
AI as Humanity's Salieri: Quantifying Linguistic Creativity of Language Models via Systematic Attribution of Machine Text against Web TextCode1
DiT: Self-supervised Pre-training for Document Image TransformerCode1
DetectRL: Benchmarking LLM-Generated Text Detection in Real-World ScenariosCode1
Does Text Attract Attention on E-Commerce Images: A Novel Saliency Prediction Dataset and MethodCode1
EAST: An Efficient and Accurate Scene Text DetectorCode1
Focus, Distinguish, and Prompt: Unleashing CLIP for Efficient and Flexible Scene Text RetrievalCode1
DeRPN: Taking a further step toward more general object detectionCode1
A Comprehensive Gold Standard and Benchmark for Comics Text Detection and RecognitionCode1
Deep Relational Reasoning Graph Network for Arbitrary Shape Text DetectionCode1
Towards Reliable Detection of LLM-Generated Texts: A Comprehensive Evaluation Framework with CUDRTCode1
CORE-Text: Improving Scene Text Detection with Contrastive Relational ReasoningCode1
Exploring the Capacity of an Orderless Box Discretization Network for Multi-orientation Scene Text DetectionCode1
AI-generated text boundary detection with RoFTCode1
Dictionary-Guided Scene Text RecognitionCode1
ABCNet: Real-time Scene Text Spotting with Adaptive Bezier-Curve NetworkCode1
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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