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 41–50 of 595 papers

TitleStatusHype
DiT: Self-supervised Pre-training for Document Image TransformerCode1
CoCo: Coherence-Enhanced Machine-Generated Text Detection Under Data Limitation With Contrastive LearningCode1
A Comprehensive Gold Standard and Benchmark for Comics Text Detection and RecognitionCode1
Dictionary-Guided Scene Text RecognitionCode1
ConDA: Contrastive Domain Adaptation for AI-generated Text DetectionCode1
ContourNet: Taking a Further Step toward Accurate Arbitrary-shaped Scene Text DetectionCode1
Does Text Attract Attention on E-Commerce Images: A Novel Saliency Prediction Dataset and MethodCode1
CORE-Text: Improving Scene Text Detection with Contrastive Relational ReasoningCode1
Towards Reliable Detection of LLM-Generated Texts: A Comprehensive Evaluation Framework with CUDRTCode1
CentripetalText: An Efficient Text Instance Representation for Scene Text DetectionCode1
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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