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 1–50 of 595 papers

TitleStatusHype
Real-Time Scene Text Detection with Differentiable Binarization and Adaptive Scale FusionCode7
Character Region Awareness for Text DetectionCode4
Glimpse: Enabling White-Box Methods to Use Proprietary Models for Zero-Shot LLM-Generated Text DetectionCode2
Text Detection Forgot About Document OCRCode2
A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future DirectionsCode2
DeepSolo++: Let Transformer Decoder with Explicit Points Solo for Multilingual Text SpottingCode2
Real-time Scene Text Detection with Differentiable BinarizationCode2
Humanizing Machine-Generated Content: Evading AI-Text Detection through Adversarial AttackCode2
Turning a CLIP Model into a Scene Text DetectorCode2
Turning a CLIP Model into a Scene Text SpotterCode2
SRFormer: Text Detection Transformer with Incorporated Segmentation and RegressionCode2
Authorship Obfuscation in Multilingual Machine-Generated Text DetectionCode2
Revisiting Tampered Scene Text Detection in the Era of Generative AICode2
DeepSolo: Let Transformer Decoder with Explicit Points Solo for Text SpottingCode2
DeTeCtive: Detecting AI-generated Text via Multi-Level Contrastive LearningCode2
Arbitrary Shape Text Detection via Boundary TransformerCode2
Multiscale Positive-Unlabeled Detection of AI-Generated TextsCode2
RAID: A Shared Benchmark for Robust Evaluation of Machine-Generated Text DetectorsCode2
SwinTextSpotter: Scene Text Spotting via Better Synergy between Text Detection and Text RecognitionCode2
Towards End-to-End Unified Scene Text Detection and Layout AnalysisCode2
MAGE: Machine-generated Text Detection in the WildCode2
Visual Text Processing: A Comprehensive Review and Unified EvaluationCode2
GenAI Content Detection Task 3: Cross-Domain Machine-Generated Text Detection ChallengeCode2
DPText-DETR: Towards Better Scene Text Detection with Dynamic Points in TransformerCode2
Navigating the Shadows: Unveiling Effective Disturbances for Modern AI Content DetectorsCode2
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