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
SeqXGPT: Sentence-Level AI-Generated Text DetectionCode1
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
SPTS v2: Single-Point Scene Text SpottingCode1
MGTBench: Benchmarking Machine-Generated Text DetectionCode1
RRPN++: Guidance Towards More Accurate Scene Text DetectionCode1
COO: Comic Onomatopoeia Dataset for Recognizing Arbitrary or Truncated TextsCode1
Red Teaming Language Model Detectors with Language ModelsCode1
CORE-Text: Improving Scene Text Detection with Contrastive Relational ReasoningCode1
UTRNet: High-Resolution Urdu Text Recognition In Printed DocumentsCode1
Scene Text Retrieval via Joint Text Detection and Similarity LearningCode1
LRANet: Towards Accurate and Efficient Scene Text Detection with Low-Rank Approximation NetworkCode1
MULTITuDE: Large-Scale Multilingual Machine-Generated Text Detection BenchmarkCode1
ODM: A Text-Image Further Alignment Pre-training Approach for Scene Text Detection and SpottingCode1
Towards Reliable Detection of LLM-Generated Texts: A Comprehensive Evaluation Framework with CUDRTCode1
EAST: An Efficient and Accurate Scene Text DetectorCode1
Enhancing Scene Text Detectors with Realistic Text Image Synthesis Using Diffusion ModelsCode1
Self-Attention Based Text Knowledge Mining for Text DetectionCode1
KInIT at SemEval-2024 Task 8: Fine-tuned LLMs for Multilingual Machine-Generated Text DetectionCode1
PICK: Processing Key Information Extraction from Documents using Improved Graph Learning-Convolutional NetworksCode1
Dictionary-Guided Scene Text RecognitionCode1
PolarMask++: Enhanced Polar Representation for Single-Shot Instance Segmentation and BeyondCode1
Does Text Attract Attention on E-Commerce Images: A Novel Saliency Prediction Dataset and MethodCode1
DetectRL: Benchmarking LLM-Generated Text Detection in Real-World ScenariosCode1
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
Polygon-free: Unconstrained Scene Text Detection with Box AnnotationsCode1
DiT: Self-supervised Pre-training for Document Image TransformerCode1
Deep Relational Reasoning Graph Network for Arbitrary Shape Text DetectionCode1
ESTextSpotter: Towards Better Scene Text Spotting with Explicit Synergy in TransformerCode1
A Multiplexed Network for End-to-End, Multilingual OCRCode1
SwinTextSpotter v2: Towards Better Synergy for Scene Text SpottingCode1
PixelLink: Detecting Scene Text via Instance SegmentationCode0
Single Shot Self-Reliant Scene Text Spotter by Decoupled yet Collaborative Detection and RecognitionCode0
DDI-100: Dataset for Text Detection and RecognitionCode0
Position: It's Time to Act on the Risk of Efficient Personalized Text GenerationCode0
Dataset and Benchmark for Urdu Natural Scenes Text Detection, Recognition and Visual Question AnsweringCode0
AIpom at SemEval-2024 Task 8: Detecting AI-produced Outputs in M4Code0
Assaying on the Robustness of Zero-Shot Machine-Generated Text DetectorsCode0
Overcoming Language Disparity in Online Content Classification with Multimodal LearningCode0
PP-OCRv3: More Attempts for the Improvement of Ultra Lightweight OCR SystemCode0
Counter Turing Test (CT^2): Investigating AI-Generated Text Detection for Hindi -- Ranking LLMs based on Hindi AI Detectability Index (ADI_hi)Code0
Multi-Oriented Scene Text Detection via Corner Localization and Region SegmentationCode0
Abusive content detection in transliterated Bengali-English social media corpusCode0
Multi-Oriented Text Detection with Fully Convolutional NetworksCode0
Artistic-style text detector and a new Movie-Poster datasetCode0
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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