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 321–330 of 595 papers

TitleStatusHype
Real-time Scene Text Detection Based on Global Level and Word Level Features—0
Language Matters: A Weakly Supervised Vision-Language Pre-training Approach for Scene Text Detection and Spotting—0
DiT: Self-supervised Pre-training for Document Image TransformerCode1
Arbitrary Shape Text Detection using Transformers—0
Real-Time Scene Text Detection with Differentiable Binarization and Adaptive Scale FusionCode7
Towards Weakly-Supervised Text Spotting using a Multi-Task Transformer—0
Weakly Supervised Scene Text Detection using Deep Reinforcement LearningCode0
Does Text Attract Attention on E-Commerce Images: A Novel Saliency Prediction Dataset and MethodCode1
SPTS: Single-Point Text SpottingCode1
CORE-Text: Improving Scene Text Detection with Contrastive Relational ReasoningCode1
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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