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 51–100 of 595 papers

TitleStatusHype
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
Glimpse: Enabling White-Box Methods to Use Proprietary Models for Zero-Shot LLM-Generated Text DetectionCode2
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
DetectRL: Benchmarking LLM-Generated Text Detection in Real-World ScenariosCode1
DeTeCtive: Detecting AI-generated Text via Multi-Level Contrastive LearningCode2
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
Automated Quality Control System for Canned Tuna Production using Artificial Vision—0
Training-free LLM-generated Text Detection by Mining Token Probability Sequences—0
Mero Nagarikta: Advanced Nepali Citizenship Data Extractor with Deep Learning-Powered Text Detection and OCR—0
Inner-Probe: Discovering Copyright-related Data Generation in LLM Architecture—0
AI as Humanity's Salieri: Quantifying Linguistic Creativity of Language Models via Systematic Attribution of Machine Text against Web TextCode1
Is Your Paper Being Reviewed by an LLM? Investigating AI Text Detectability in Peer Review—0
Focus Entirety and Perceive Environment for Arbitrary-Shaped Text Detection—0
Spotlight Text Detector: Spotlight on Candidate Regions Like a Camera—0
English offensive text detection using CNN based Bi-GRU model—0
Zero-Shot Detection of AI-Generated Images—0
ESPERANTO: Evaluating Synthesized Phrases to Enhance Robustness in AI Detection for Text OriginationCode0
Leveraging Text Localization for Scene Text Removal via Text-aware Masked Image ModelingCode1
Region Prompt Tuning: Fine-grained Scene Text Detection Utilizing Region Text Prompt—0
PersonaMark: Personalized LLM watermarking for model protection and user attribution—0
A Novel Framework For Text Detection From Natural Scene Images With Complex Background—0
MOSAIC: Multiple Observers Spotting AI Content, a Robust Approach to Machine-Generated Text DetectionCode0
WaterSeeker: Pioneering Efficient Detection of Watermarked Segments in Large DocumentsCode0
HULLMI: Human vs LLM identification with explainabilityCode0
ChartEye: A Deep Learning Framework for Chart Information Extraction—0
Can Visual Language Models Replace OCR-Based Visual Question Answering Pipelines in Production? A Case Study in Retail—0
Can AI Assistance Aid in the Grading of Handwritten Answer Sheets?—0
xGen-VideoSyn-1: High-fidelity Text-to-Video Synthesis with Compressed Representations—0
LLM-DetectAIve: a Tool for Fine-Grained Machine-Generated Text DetectionCode1
Learning to Rewrite: Generalized LLM-Generated Text Detection—0
Focus, Distinguish, and Prompt: Unleashing CLIP for Efficient and Flexible Scene Text RetrievalCode1
Revisiting Tampered Scene Text Detection in the Era of Generative AICode2
Counter Turing Test (CT^2): Investigating AI-Generated Text Detection for Hindi -- Ranking LLMs based on Hindi AI Detectability Index (ADI_hi)Code0
Visual Text Generation in the WildCode0
Task-driven single-image super-resolution reconstruction of document scans—0
ConvNLP: Image-based AI Text Detection—0
Mast Kalandar at SemEval-2024 Task 8: On the Trail of Textual Origins: RoBERTa-BiLSTM Approach to Detect AI-Generated Text—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