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 301350 of 595 papers

TitleStatusHype
Text Region Multiple Information Perception Network for Scene Text Detection0
The Science of Detecting LLM-Generated Texts0
TM-TREK at SemEval-2024 Task 8: Towards LLM-Based Automatic Boundary Detection for Human-Machine Mixed Text0
To ChatGPT, or not to ChatGPT: That is the question!0
ToBlend: Token-Level Blending With an Ensemble of LLMs to Attack AI-Generated Text Detection0
Towards Detecting, Recognizing, and Parsing the Address Information from Bangla Signboard: A Deep Learning-based Approach0
Towards End-to-End Text Spotting in Natural Scenes0
Towards End-to-end Text Spotting with Convolutional Recurrent Neural Networks0
Towards Possibilities & Impossibilities of AI-generated Text Detection: A Survey0
Towards Robust Curve Text Detection with Conditional Spatial Expansion0
Towards Robust Real-Time Scene Text Detection: From Semantic to Instance Representation Learning0
Towards Spatio-Temporal Video Scene Text Detection via Temporal Clustering0
Towards Unconstrained End-to-End Text Spotting0
Towards Unified Multi-granularity Text Detection with Interactive Attention0
Towards Weakly-Supervised Text Spotting using a Multi-Task Transformer0
Tracking Based Semi-Automatic Annotation for Scene Text Videos0
Training-free LLM-generated Text Detection by Mining Token Probability Sequences0
Trends and Challenges in Authorship Analysis: A Review of ML, DL, and LLM Approaches0
TrustAI at SemEval-2024 Task 8: A Comprehensive Analysis of Multi-domain Machine Generated Text Detection Techniques0
TSAL: Few-shot Text Segmentation Based on Attribute Learning0
TSR-DSAW: Table Structure Recognition via Deep Spatial Association of Words0
Uncertainty Estimation of Transformers' Predictions via Topological Analysis of the Attention Matrices0
Understanding Student and Academic Staff Perceptions of AI Use in Assessment and Feedback0
UniDoc: A Universal Large Multimodal Model for Simultaneous Text Detection, Recognition, Spotting and Understanding0
Unified Line and Paragraph Detection by Graph Convolutional Networks0
UNITS: Unsupervised Intermediate Training Stage for Scene Text Detection0
Unmasking the Imposters: How Censorship and Domain Adaptation Affect the Detection of Machine-Generated Tweets0
UPOCR: Towards Unified Pixel-Level OCR Interface0
Urdu text in natural scene images: a new dataset and preliminary text detection0
Using Object Information for Spotting Text0
Using PPM for Health Related Text Detection0
Verisimilar Image Synthesis for Accurate Detection and Recognition of Texts in Scenes0
Video Text Localization using Wavelet and Shearlet Transforms0
Video Text Localization with an emphasis on Edge Features0
Video text tracking for dense and small text based on pp-yoloe-r and sort algorithm0
Vietnamese AI Generated Text Detection0
VISTA-OCR: Towards generative and interactive end to end OCR models0
Visual Text Generation in the Wild0
Visual Text Meets Low-level Vision: A Comprehensive Survey on Visual Text Processing0
Weakly-Supervised Arbitrary-Shaped Text Detection with Expectation-Maximization Algorithm0
WeText: Scene Text Detection under Weak Supervision0
Which and Where to Focus: A Simple yet Accurate Framework for Arbitrary-Shaped Nearby Text Detection in Scene Images0
Who Said That? Benchmarking Social Media AI Detection0
Who Wrote This? The Key to Zero-Shot LLM-Generated Text Detection Is GECScore0
WordFence: Text Detection in Natural Images with Border Awareness0
Word length-aware text spotting: Enhancing detection and recognition in dense text image0
Word-level Human Interpretable Scoring Mechanism for Novel Text Detection Using Tsetlin Machines0
WordSup: Exploiting Word Annotations for Character based Text Detection0
xGen-VideoSyn-1: High-fidelity Text-to-Video Synthesis with Compressed Representations0
Zero-Shot Detection of AI-Generated Images0
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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