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 26–50 of 595 papers

TitleStatusHype
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
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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