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 1–50 of 595 papers

TitleStatusHype
AI Generated Text Detection Using Instruction Fine-tuned Large Language and Transformer-Based Models—0
PhantomHunter: Detecting Unseen Privately-Tuned LLM-Generated Text via Family-Aware Learning—0
Task-driven real-world super-resolution of document scans—0
CL-ISR: A Contrastive Learning and Implicit Stance Reasoning Framework for Misleading Text Detection on Social Media—0
Stress-testing Machine Generated Text Detection: Shifting Language Models Writing Style to Fool DetectorsCode0
Trends and Challenges in Authorship Analysis: A Review of ML, DL, and LLM Approaches—0
AGENT-X: Adaptive Guideline-based Expert Network for Threshold-free AI-generated teXt detection—0
The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text DetectionCode1
FAID: Fine-grained AI-generated Text Detection using Multi-task Auxiliary and Multi-level Contrastive LearningCode0
Domain Gating Ensemble Networks for AI-Generated Text Detection—0
Language Models Optimized to Fool Detectors Still Have a Distinct Style (And How to Change It)—0
Reliably Bounding False Positives: A Zero-Shot Machine-Generated Text Detection Framework via Multiscaled Conformal Prediction—0
Visual Text Processing: A Comprehensive Review and Unified EvaluationCode2
TSAL: Few-shot Text Segmentation Based on Attribute Learning—0
OpenTuringBench: An Open-Model-based Benchmark and Framework for Machine-Generated Text Detection and Attribution—0
SemiETS: Integrating Spatial and Content Consistencies for Semi-Supervised End-to-end Text SpottingCode1
VISTA-OCR: Towards generative and interactive end to end OCR models—0
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
Iron Sharpens Iron: Defending Against Attacks in Machine-Generated Text Detection with Adversarial TrainingCode1
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 GenerationCode0
Group-Adaptive Threshold Optimization for Robust AI-Generated Text DetectionCode0
Beyond checkmate: exploring the creative chokepoints in AI textCode0
Adversarial Attacks on AI-Generated Text Detection Models: A Token Probability-Based Approach Using Embeddings—0
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
GenAI Content Detection Task 1: English and Multilingual Machine-Generated Text Detection: AI vs. HumanCode1
Qwen it detect machine-generated text?Code0
Exploring AI-based System Design for Pixel-level Protected Health Information Detection in Medical Images—0
GenAI Content Detection Task 3: Cross-Domain Machine-Generated Text Detection ChallengeCode2
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
Show:102550
← PrevPage 1 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