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
Deep Relational Reasoning Graph Network for Arbitrary Shape Text DetectionCode1
AI-generated text boundary detection with RoFTCode1
Artificial Text Detection via Examining the Topology of Attention MapsCode1
Adaptive Boundary Proposal Network for Arbitrary Shape Text DetectionCode1
Detecting Multi-Oriented Text with Corner-based Region ProposalsCode1
Kernel Proposal Network for Arbitrary Shape Text DetectionCode1
EAST: An Efficient and Accurate Scene Text DetectorCode1
Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation NetworkCode1
ESTextSpotter: Towards Better Scene Text Spotting with Explicit Synergy in TransformerCode1
Deepfake Text Detection: Limitations and OpportunitiesCode1
End-to-End Video Text Spotting with TransformerCode1
Enhancing Scene Text Detectors with Realistic Text Image Synthesis Using Diffusion ModelsCode1
ABCNet: Real-time Scene Text Spotting with Adaptive Bezier-Curve NetworkCode1
Implicit Feature Alignment: Learn to Convert Text Recognizer to Text SpotterCode1
GLASS: Global to Local Attention for Scene-Text SpottingCode1
AE TextSpotter: Learning Visual and Linguistic Representation for Ambiguous Text SpottingCode1
CORE-Text: Improving Scene Text Detection with Contrastive Relational ReasoningCode1
Fourier Contour Embedding for Arbitrary-Shaped Text DetectionCode1
COO: Comic Onomatopoeia Dataset for Recognizing Arbitrary or Truncated TextsCode1
GenAI Content Detection Task 1: English and Multilingual Machine-Generated Text Detection: AI vs. HumanCode1
GoMatching: A Simple Baseline for Video Text Spotting via Long and Short Term MatchingCode1
ConDA: Contrastive Domain Adaptation for AI-generated Text DetectionCode1
FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel RepresentationCode1
Towards Reliable Detection of LLM-Generated Texts: A Comprehensive Evaluation Framework with CUDRTCode1
CoCo: Coherence-Enhanced Machine-Generated Text Detection Under Data Limitation With Contrastive LearningCode1
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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