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
Arbitrary Shape Text Detection via Segmentation with Probability MapsCode1
ConDA: Contrastive Domain Adaptation for AI-generated Text DetectionCode1
RRPN++: Guidance Towards More Accurate Scene Text DetectionCode1
Polygon-free: Unconstrained Scene Text Detection with Box AnnotationsCode1
AI-generated text boundary detection with RoFTCode1
ContourNet: Taking a Further Step toward Accurate Arbitrary-shaped Scene Text DetectionCode1
Red Teaming Language Model Detectors with Language ModelsCode1
TPSNet: Reverse Thinking of Thin Plate Splines for Arbitrary Shape Scene Text RepresentationCode1
Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation NetworkCode1
COO: Comic Onomatopoeia Dataset for Recognizing Arbitrary or Truncated TextsCode1
Robust End-to-End Offline Chinese Handwriting Text Page Spotter with Text KernelCode1
CORE-Text: Improving Scene Text Detection with Contrastive Relational ReasoningCode1
SemEval-2024 Task 8: Multidomain, Multimodel and Multilingual Machine-Generated Text DetectionCode1
ODM: A Text-Image Further Alignment Pre-training Approach for Scene Text Detection and SpottingCode1
Deep Relational Reasoning Graph Network for Arbitrary Shape Text DetectionCode1
UTRNet: High-Resolution Urdu Text Recognition In Printed DocumentsCode1
PAN++: Towards Efficient and Accurate End-to-End Spotting of Arbitrarily-Shaped TextCode1
Towards Reliable Detection of LLM-Generated Texts: A Comprehensive Evaluation Framework with CUDRTCode1
PolarMask++: Enhanced Polar Representation for Single-Shot Instance Segmentation and BeyondCode1
Focus, Distinguish, and Prompt: Unleashing CLIP for Efficient and Flexible Scene Text RetrievalCode1
Dictionary-Guided Scene Text RecognitionCode1
Findings of the The RuATD Shared Task 2022 on Artificial Text Detection in RussianCode1
Leveraging Text Localization for Scene Text Removal via Text-aware Masked Image ModelingCode1
DetectRL: Benchmarking LLM-Generated Text Detection in Real-World ScenariosCode1
Scene Text Retrieval via Joint Text Detection and Similarity LearningCode1
FUNSD: A Dataset for Form Understanding in Noisy Scanned DocumentsCode1
Deepfake Text Detection: Limitations and OpportunitiesCode1
Detecting Subtle Differences between Human and Model Languages Using Spectrum of Relative LikelihoodCode1
EAST: An Efficient and Accurate Scene Text DetectorCode1
Recurrent Generic Contour-based Instance Segmentation with Progressive LearningCode1
SemiETS: Integrating Spatial and Content Consistencies for Semi-Supervised End-to-end Text SpottingCode1
DiT: Self-supervised Pre-training for Document Image TransformerCode1
Synthetic-to-Real Unsupervised Domain Adaptation for Scene Text Detection in the WildCode1
Does Text Attract Attention on E-Commerce Images: A Novel Saliency Prediction Dataset and MethodCode1
A Multiplexed Network for End-to-End, Multilingual OCRCode1
Threat Scenarios and Best Practices to Detect Neural Fake NewsCode1
Qwen it detect machine-generated text?Code0
R2CNN: Rotational Region CNN for Orientation Robust Scene Text DetectionCode0
Single Shot Self-Reliant Scene Text Spotter by Decoupled yet Collaborative Detection and RecognitionCode0
DDI-100: Dataset for Text Detection and RecognitionCode0
'Quis custodiet ipsos custodes?' Who will watch the watchmen? On Detecting AI-generated peer-reviewsCode0
Dataset and Benchmark for Urdu Natural Scenes Text Detection, Recognition and Visual Question AnsweringCode0
Progressive Contour Regression for Arbitrary-Shape Scene Text DetectionCode0
AIpom at SemEval-2024 Task 8: Detecting AI-produced Outputs in M4Code0
Assaying on the Robustness of Zero-Shot Machine-Generated Text DetectorsCode0
Pyramid Mask Text DetectorCode0
Real-time End-to-End Video Text Spotter with Contrastive Representation LearningCode0
On Exploring and Improving Robustness of Scene Text Detection ModelsCode0
Counter Turing Test (CT^2): Investigating AI-Generated Text Detection for Hindi -- Ranking LLMs based on Hindi AI Detectability Index (ADI_hi)Code0
Overcoming Language Disparity in Online Content Classification with Multimodal LearningCode0
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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