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

Showing 501525 of 595 papers

TitleStatusHype
Image Processing Based Scene-Text Detection and Recognition with Tesseract0
Imitate Before Detect: Aligning Machine Stylistic Preference for Machine-Revised Text Detection0
Impact of Automatic Image Classification and Blind Deconvolution in Improving Text Detection Performance of the CRAFT Algorithm0
Improving Harmful Text Detection with Joint Retrieval and External Knowledge0
Improving Rotated Text Detection with Rotation Region Proposal Networks0
IncepText: A New Inception-Text Module with Deformable PSROI Pooling for Multi-Oriented Scene Text Detection0
Incidental Scene Text Understanding: Recent Progresses on ICDAR 2015 Robust Reading Competition Challenge 40
IndicSTR12: A Dataset for Indic Scene Text Recognition0
Inverse-like Antagonistic Scene Text Spotting via Reading-Order Estimation and Dynamic Sampling0
AI vs. Human -- Differentiation Analysis of Scientific Content Generation0
Is Your Paper Being Reviewed by an LLM? Investigating AI Text Detectability in Peer Review0
Is Your Paper Being Reviewed by an LLM? A New Benchmark Dataset and Approach for Detecting AI Text in Peer Review0
It's All About The Scale -- Efficient Text Detection Using Adaptive Scaling0
Kernel Adaptive Convolution for Scene Text Detection via Distance Map Prediction0
KhmerST: A Low-Resource Khmer Scene Text Detection and Recognition Benchmark0
Language Matters: A Weakly Supervised Vision-Language Pre-training Approach for Scene Text Detection and Spotting0
Language Models Optimized to Fool Detectors Still Have a Distinct Style (And How to Change It)0
Large Language Model (LLM) AI text generation detection based on transformer deep learning algorithm0
Large Scale Scene Text Verification with Guided Attention0
LayoutFormer: Hierarchical Text Detection Towards Scene Text Understanding0
Learning Markov Clustering Networks for Scene Text Detection0
Learning Robust Feature Representations for Scene Text Detection0
Learning Shape-Aware Embedding for Scene Text Detection0
Learning to Predict More Accurate Text Instances for Scene Text Detection0
Learning to Rewrite: Generalized LLM-Generated Text Detection0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ContourNet [69]Precision86.99Unverified
2DRRG [72]Precision83.87Unverified
3PSENet [67]Precision78.11Unverified
4EAST [75]Precision71.48Unverified
5EASTPrecision70.43Unverified