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
Improving Harmful Text Detection with Joint Retrieval and External Knowledge—0
Short-PHD: Detecting Short LLM-generated Text with Topological Data Analysis After Off-topic Content InsertionCode0
Beyond Detection: Designing AI-Resilient Assessments with Automated Feedback Tool to Foster Critical Thinking—0
SKDU at De-Factify 4.0: Natural Language Features for AI-Generated Text-DetectionCode0
A Context-Driven Training-Free Network for Lightweight Scene Text Segmentation and Recognition—0
Spotting Persuasion: A Low-cost Model for Persuasion Detection in Political Ads on Social Media—0
Who Wrote This? Identifying Machine vs Human-Generated Text in HausaCode0
AuthorMist: Evading AI Text Detectors with Reinforcement Learning—0
Collaborative Evaluation of Deepfake Text with Deliberation-Enhancing Dialogue Systems—0
Feature-Level Insights into Artificial Text Detection with Sparse Autoencoders—0
Is Your Paper Being Reviewed by an LLM? A New Benchmark Dataset and Approach for Detecting AI Text in Peer Review—0
Sarang at DEFACTIFY 4.0: Detecting AI-Generated Text Using Noised Data and an Ensemble of DeBERTa Models—0
Machine-generated text detection prevents language model collapseCode0
AI-generated Text Detection with a GLTR-based Approach—0
ExaGPT: Example-Based Machine-Generated Text Detection for Human Interpretability—0
Billet Number Recognition Based on Test-Time Adaptation—0
Modification and Generated-Text Detection: Achieving Dual Detection Capabilities for the Outputs of LLM by Watermark—0
Position: It's Time to Act on the Risk of Efficient Personalized Text Generation—0
Group-Adaptive Threshold Optimization for Robust AI-Generated Text Detection—0
Adversarial Attacks on AI-Generated Text Detection Models: A Token Probability-Based Approach Using Embeddings—0
Beyond checkmate: exploring the creative chokepoints in AI textCode0
A Comprehensive Framework for Semantic Similarity Analysis of Human and AI-Generated Text Using Transformer Architectures and Ensemble Techniques—0
LuxVeri at GenAI Detection Task 1: Inverse Perplexity Weighted Ensemble for Robust Detection of AI-Generated Text across English and Multilingual Contexts—0
Synthetic Data Can Mislead Evaluations: Membership Inference as Machine Text Detection—0
Exploring AI-based System Design for Pixel-level Protected Health Information Detection in Medical Images—0
Qwen it detect machine-generated text?Code0
Not all tokens are created equal: Perplexity Attention Weighted Networks for AI generated text detection—0
SceneVTG++: Controllable Multilingual Visual Text Generation in the Wild—0
Zero-Shot Statistical Tests for LLM-Generated Text Detection using Finite Sample Concentration InequalitiesCode0
Controlling Out-of-Domain Gaps in LLMs for Genre Classification and Generated Text DetectionCode0
Char-SAM: Turning Segment Anything Model into Scene Text Segmentation Annotator with Character-level Visual Prompts—0
Research on Violent Text Detection System Based on BERT-fasttext Model—0
Explicit Relational Reasoning Network for Scene Text Detection—0
TextSleuth: Towards Explainable Tampered Text Detection—0
Imitate Before Detect: Aligning Machine Stylistic Preference for Machine-Revised Text Detection—0
DLaVA: Document Language and Vision Assistant for Answer Localization with Enhanced Interpretability and TrustworthinessCode0
Robust Detection of LLM-Generated Text: A Comparative Analysis—0
Understanding the Effects of Human-written Paraphrases in LLM-generated Text DetectionCode0
Real-Time Text Detection with Similar Mask in Traffic, Industrial, and Natural ScenesCode0
GigaCheck: Detecting LLM-generated Content—0
KhmerST: A Low-Resource Khmer Scene Text Detection and Recognition Benchmark—0
Which LLMs are Difficult to Detect? A Detailed Analysis of Potential Factors Contributing to Difficulties in LLM Text DetectionCode0
Beyond Binary: Towards Fine-Grained LLM-Generated Text Detection via Role Recognition and Involvement Measurement—0
On the Risk of Evidence Pollution for Malicious Social Text Detection in the Era of LLMs—0
'Quis custodiet ipsos custodes?' Who will watch the watchmen? On Detecting AI-generated peer-reviewsCode0
Robust AI-Generated Text Detection by Restricted EmbeddingsCode0
Mero Nagarikta: Advanced Nepali Citizenship Data Extractor with Deep Learning-Powered Text Detection and OCR—0
Training-free LLM-generated Text Detection by Mining Token Probability Sequences—0
Automated Quality Control System for Canned Tuna Production using Artificial Vision—0
Inner-Probe: Discovering Copyright-related Data Generation in LLM Architecture—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