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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

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
I3CL:Intra- and Inter-Instance Collaborative Learning for Arbitrary-shaped Scene 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
Detecting Subtle Differences between Human and Model Languages Using Spectrum of Relative LikelihoodCode1
Text Spotting TransformersCode1
Adaptive Boundary Proposal Network for Arbitrary Shape Text DetectionCode1
COO: Comic Onomatopoeia Dataset for Recognizing Arbitrary or Truncated TextsCode1
IMGTB: A Framework for Machine-Generated Text Detection BenchmarkingCode1
GLASS: Global to Local Attention for Scene-Text SpottingCode1
A Multiplexed Network for End-to-End, Multilingual OCRCode1
TPSNet: Reverse Thinking of Thin Plate Splines for Arbitrary Shape Scene Text RepresentationCode1
GoMatching: A Simple Baseline for Video Text Spotting via Long and Short Term MatchingCode1
Unconstrained Text Detection in MangaCode1
UnrealText: Synthesizing Realistic Scene Text Images from the Unreal WorldCode1
Towards Reliable Detection of LLM-Generated Texts: A Comprehensive Evaluation Framework with CUDRTCode1
Implicit Feature Alignment: Learn to Convert Text Recognizer to Text SpotterCode1
Fourier Contour Embedding for Arbitrary-Shaped Text DetectionCode1
Findings of the The RuATD Shared Task 2022 on Artificial Text Detection in RussianCode1
Detecting Multi-Oriented Text with Corner-based Region ProposalsCode1
GenAI Content Detection Task 1: English and Multilingual Machine-Generated Text Detection: AI vs. HumanCode1
End-to-End Video Text Spotting with TransformerCode1
FUNSD: A Dataset for Form Understanding in Noisy Scanned DocumentsCode1
Deepfake Text Detection: Limitations and OpportunitiesCode1
DetectRL: Benchmarking LLM-Generated Text Detection in Real-World ScenariosCode1
Enhancing Scene Text Detectors with Realistic Text Image Synthesis Using Diffusion ModelsCode1
DALD: Improving Logits-based Detector without Logits from Black-box LLMsCode1
LRANet: Towards Accurate and Efficient Scene Text Detection with Low-Rank Approximation NetworkCode1
ESTextSpotter: Towards Better Scene Text Spotting with Explicit Synergy in TransformerCode1
FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel RepresentationCode1
Deep Relational Reasoning Graph Network for Arbitrary Shape Text DetectionCode1
Focus, Distinguish, and Prompt: Unleashing CLIP for Efficient and Flexible Scene Text RetrievalCode1
MULTITuDE: Large-Scale Multilingual Machine-Generated Text Detection BenchmarkCode1
SPTS: Single-Point Text SpottingCode1
Deep Direct Regression for Multi-Oriented Scene Text Detection—0
Attention-based Feature Decomposition-Reconstruction Network for Scene Text Detection—0
All You Need is a Second Look: Towards Arbitrary-Shaped Text Detection—0
A Text Detection System for Natural Scenes With Convolutional Feature Learning and Cascaded Classification—0
DPTNet: A Dual-Path Transformer Architecture for Scene Text Detection—0
DUET: Detection Utilizing Enhancement for Text in Scanned or Captured Documents—0
Detecting Curve Text with Local Segmentation Network and Curve Connection—0
Accurate Scene Text Detection through Border Semantics Awareness and Bootstrapping—0
Curved Text Detection in Natural Scene Images with Semi- and Weakly-Supervised Learning—0
Cursive Caption Text Detection in Videos—0
Adaptive Segmentation Network for Scene Text Detection—0
EAGLE: A Domain Generalization Framework for AI-generated Text Detection—0
CT-Net: Arbitrary-Shaped Text Detection via Contour Transformer—0
A Single Shot Text Detector with Scale-adaptive Anchors—0
Show:102550
← PrevPage 3 of 12Next →

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