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
DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability CurvatureCode2
ICDAR 2023 Competition on Hierarchical Text Detection and RecognitionCode2
Deep Relational Reasoning Graph Network for Arbitrary Shape Text DetectionCode1
FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel RepresentationCode1
Deepfake Text Detection: Limitations and OpportunitiesCode1
ESTextSpotter: Towards Better Scene Text Spotting with Explicit Synergy in 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
End-to-End Video Text Spotting with TransformerCode1
Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation NetworkCode1
Exploring the Capacity of an Orderless Box Discretization Network for Multi-orientation Scene Text DetectionCode1
LRANet: Towards Accurate and Efficient Scene Text Detection with Low-Rank Approximation NetworkCode1
Enhancing Scene Text Detectors with Realistic Text Image Synthesis Using Diffusion ModelsCode1
Focus, Distinguish, and Prompt: Unleashing CLIP for Efficient and Flexible Scene Text RetrievalCode1
DiT: Self-supervised Pre-training for Document Image TransformerCode1
CoCo: Coherence-Enhanced Machine-Generated Text Detection Under Data Limitation With Contrastive LearningCode1
A Comprehensive Gold Standard and Benchmark for Comics Text Detection and RecognitionCode1
Dictionary-Guided Scene Text RecognitionCode1
ConDA: Contrastive Domain Adaptation for AI-generated Text DetectionCode1
ContourNet: Taking a Further Step toward Accurate Arbitrary-shaped Scene Text DetectionCode1
Does Text Attract Attention on E-Commerce Images: A Novel Saliency Prediction Dataset and MethodCode1
CORE-Text: Improving Scene Text Detection with Contrastive Relational ReasoningCode1
Towards Reliable Detection of LLM-Generated Texts: A Comprehensive Evaluation Framework with CUDRTCode1
CentripetalText: An Efficient Text Instance Representation for Scene Text DetectionCode1
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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