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 126–150 of 595 papers

TitleStatusHype
Deepfake Text Detection: Limitations and OpportunitiesCode1
DetectRL: Benchmarking LLM-Generated Text Detection in Real-World ScenariosCode1
End-to-End Video Text Spotting with TransformerCode1
GenAI Content Detection Task 1: English and Multilingual Machine-Generated Text Detection: AI vs. HumanCode1
Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation NetworkCode1
Enhancing Scene Text Detectors with Realistic Text Image Synthesis Using Diffusion ModelsCode1
ESTextSpotter: Towards Better Scene Text Spotting with Explicit Synergy in TransformerCode1
Deep Relational Reasoning Graph Network for Arbitrary Shape Text DetectionCode1
Findings of the The RuATD Shared Task 2022 on Artificial Text Detection in RussianCode1
Implicit Feature Alignment: Learn to Convert Text Recognizer to Text SpotterCode1
Shape Robust Text Detection with Progressive Scale Expansion NetworkCode1
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
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
Domain Gating Ensemble Networks for AI-Generated Text Detection—0
DUET: Detection Utilizing Enhancement for Text in Scanned or Captured Documents—0
CT-Net: Arbitrary-Shaped Text Detection via Contour Transformer—0
A Single Shot Text Detector with Scale-adaptive Anchors—0
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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