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 51–75 of 595 papers

TitleStatusHype
EAST: An Efficient and Accurate Scene Text DetectorCode1
Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation NetworkCode1
Artificial Text Detection via Examining the Topology of Attention MapsCode1
Adaptive Boundary Proposal Network for Arbitrary Shape Text DetectionCode1
ICDAR 2019 Competition on Large-scale Street View Text with Partial Labeling -- RRC-LSVTCode1
Bridging Synthetic and Real Worlds for Pre-training Scene Text DetectorsCode1
Implicit Feature Alignment: Learn to Convert Text Recognizer to Text SpotterCode1
DALD: Improving Logits-based Detector without Logits from Black-box LLMsCode1
Kernel Proposal Network for Arbitrary Shape Text DetectionCode1
ABCNet: Real-time Scene Text Spotting with Adaptive Bezier-Curve NetworkCode1
k-SemStamp: A Clustering-Based Semantic Watermark for Detection of Machine-Generated TextCode1
Large Language Models can be Guided to Evade AI-Generated Text DetectionCode1
Does Text Attract Attention on E-Commerce Images: A Novel Saliency Prediction Dataset and MethodCode1
LRANet: Towards Accurate and Efficient Scene Text Detection with Low-Rank Approximation NetworkCode1
Fourier Contour Embedding for Arbitrary-Shaped Text DetectionCode1
AE TextSpotter: Learning Visual and Linguistic Representation for Ambiguous Text SpottingCode1
DetectRL: Benchmarking LLM-Generated Text Detection in Real-World ScenariosCode1
Detecting Multi-Oriented Text with Corner-based Region ProposalsCode1
Deep Relational Reasoning Graph Network for Arbitrary Shape Text DetectionCode1
Detecting Subtle Differences between Human and Model Languages Using Spectrum of Relative LikelihoodCode1
Dictionary-Guided Scene Text RecognitionCode1
CORE-Text: Improving Scene Text Detection with Contrastive Relational ReasoningCode1
DeRPN: Taking a further step toward more general object detectionCode1
COO: Comic Onomatopoeia Dataset for Recognizing Arbitrary or Truncated TextsCode1
Towards Reliable Detection of LLM-Generated Texts: A Comprehensive Evaluation Framework with CUDRTCode1
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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