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 101–110 of 595 papers

TitleStatusHype
Self-Attention Based Text Knowledge Mining for Text DetectionCode1
Dictionary-Guided Scene Text RecognitionCode1
Implicit Feature Alignment: Learn to Convert Text Recognizer to Text SpotterCode1
PolarMask++: Enhanced Polar Representation for Single-Shot Instance Segmentation and BeyondCode1
PAN++: Towards Efficient and Accurate End-to-End Spotting of Arbitrarily-Shaped TextCode1
Stroke-Based Scene Text Erasing Using Synthetic Data for TrainingCode1
Fourier Contour Embedding for Arbitrary-Shaped Text DetectionCode1
Scene Text Retrieval via Joint Text Detection and Similarity LearningCode1
A Multiplexed Network for End-to-End, Multilingual OCRCode1
Towards Robust Visual Information Extraction in Real World: New Dataset and Novel SolutionCode1
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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