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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 151–200 of 595 papers

TitleStatusHype
CPN: Complementary Proposal Network for Unconstrained Text Detection—0
A Simple yet Efficient Ensemble Approach for AI-generated Text Detection—0
AI-generated Text Detection with a GLTR-based Approach—0
GOF at Arabic Hate Speech 2022: Breaking The Loss Function Convention For Data-Imbalanced Arabic Offensive Text Detection—0
Counter Turing Test CT^2: AI-Generated Text Detection is Not as Easy as You May Think -- Introducing AI Detectability Index—0
Correlation Propagation Networks for Scene Text Detection—0
ARTS: Eliminating Inconsistency between Text Detection and Recognition with Auto-Rectification Text Spotter—0
Inner-Probe: Discovering Copyright-related Data Generation in LLM Architecture—0
AI Generated Text Detection Using Instruction Fine-tuned Large Language and Transformer-Based Models—0
Adaptive Ensembles of Fine-Tuned Transformers for LLM-Generated Text Detection—0
AI-Generated Text Detection and Classification Based on BERT Deep Learning Algorithm—0
ConvNLP: Image-based AI Text Detection—0
Artificial Text Detection with Multiple Training Strategies—0
GigaCheck: Detecting LLM-generated Content—0
Contextual Text Detection—0
Contextual Text Block Detection towards Scene Text Understanding—0
Context-Free TextSpotter for Real-Time and Mobile End-to-End Text Detection and Recognition—0
Conceptual Text Region Network: Cognition-Inspired Accurate Scene Text Detection—0
Comprehensive Studies for Arbitrary-shape Scene Text Detection—0
Comprehensive Benchmark Datasets for Amharic Scene Text Detection and Recognition—0
Arbitrary Shape Text Detection using Transformers—0
A Human Eye-based Text Color Scheme Generation Method for Image Synthesis—0
Aggregated Text Transformer for Scene Text Detection—0
Collaborative Evaluation of Deepfake Text with Deliberation-Enhancing Dialogue Systems—0
A Context-Driven Training-Free Network for Lightweight Scene Text Segmentation and Recognition—0
Exploring AI-based System Design for Pixel-level Protected Health Information Detection in Medical Images—0
COCO_TS Dataset: Pixel-level Annotations Based on Weak Supervision for Scene Text Segmentation—0
Explore Faster Localization Learning For Scene Text Detection—0
Explicit Relational Reasoning Network for Scene Text Detection—0
Arbitrary-Shaped Text Detection withAdaptive Text Region Representation—0
Geometry-Aware Scene Text Detection With Instance Transformation Network—0
ExaGPT: Example-Based Machine-Generated Text Detection for Human Interpretability—0
Evaluation of Deep Learning Models for Hostility Detection in Hindi Text—0
CL-ISR: A Contrastive Learning and Implicit Stance Reasoning Framework for Misleading Text Detection on Social Media—0
AGENT-X: Adaptive Guideline-based Expert Network for Threshold-free AI-generated teXt detection—0
Ensemble Learning for Vietnamese Scene Text Spotting in Urban Environments—0
Enhancing Text Authenticity: A Novel Hybrid Approach for AI-Generated Text Detection—0
ChartEye: A Deep Learning Framework for Chart Information Extraction—0
ArbiText: Arbitrary-Oriented Text Detection in Unconstrained Scene—0
TextSleuth: Towards Explainable Tampered Text Detection—0
A fine-grained approach to scene text script identification—0
Fused Text Segmentation Networks for Multi-oriented Scene Text Detection—0
Enhanced Characterness for Text Detection in the Wild—0
Exploring Geometric Property Thresholds For Filtering Non-Text Regions In A Connected Component Based Text Detection Application—0
Exploring the Limitations of Detecting Machine-Generated Text—0
Extracting textual overlays from social media videos using neural networks—0
Combining Shallow and Deep Learning for Aggressive Text Detection—0
Arbitrary Shape Scene Text Detection with Adaptive Text Region Representation—0
English offensive text detection using CNN based Bi-GRU model—0
Char-SAM: Turning Segment Anything Model into Scene Text Segmentation Annotator with Character-level Visual Prompts—0
Show:102550
← PrevPage 4 of 12Next →

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