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 371–380 of 595 papers

TitleStatusHype
Unified Line and Paragraph Detection by Graph Convolutional Networks—0
TSR-DSAW: Table Structure Recognition via Deep Spatial Association of Words—0
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
Arbitrary Shape Text Detection using Transformers—0
Towards Weakly-Supervised Text Spotting using a Multi-Task Transformer—0
Weakly Supervised Scene Text Detection using Deep Reinforcement LearningCode0
Synthetic Map Generation to Provide Unlimited Training Data for Historical Map Text Detection—0
Attention-based Feature Decomposition-Reconstruction Network for Scene Text Detection—0
StrokeNet: Stroke Assisted and Hierarchical Graph Reasoning Networks—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