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

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Showing 151–200 of 595 papers

TitleStatusHype
KInIT at SemEval-2024 Task 8: Fine-tuned LLMs for Multilingual Machine-Generated Text DetectionCode1
RFBES at SemEval-2024 Task 8: Investigating Syntactic and Semantic Features for Distinguishing AI-Generated and Human-Written Texts—0
HU at SemEval-2024 Task 8A: Can Contrastive Learning Learn Embeddings to Detect Machine-Generated Text?Code0
CPN: Complementary Proposal Network for Unconstrained Text Detection—0
k-SemStamp: A Clustering-Based Semantic Watermark for Detection of Machine-Generated TextCode1
M4GT-Bench: Evaluation Benchmark for Black-Box Machine-Generated Text DetectionCode1
ToBlend: Token-Level Blending With an Ensemble of LLMs to Attack AI-Generated Text Detection—0
TEXTRON: Weakly Supervised Multilingual Text Detection through Data ProgrammingCode1
Ten Words Only Still Help: Improving Black-Box AI-Generated Text Detection via Proxy-Guided Efficient Re-SamplingCode1
Visual Text Meets Low-level Vision: A Comprehensive Survey on Visual Text Processing—0
LLM-Detector: Improving AI-Generated Chinese Text Detection with Open-Source LLM Instruction TuningCode1
Detecting Racist Text in Bengali: An Ensemble Deep Learning Framework—0
Fine-tuning Large Language Models for Multigenerator, Multidomain, and Multilingual Machine-Generated Text Detection—0
EK-Net:Real-time Scene Text Detection with Expand Kernel Distance—0
Text Region Multiple Information Perception Network for Scene Text Detection—0
BPDO:Boundary Points Dynamic Optimization for Arbitrary Shape Scene Text Detection—0
SwinTextSpotter v2: Towards Better Synergy for Scene Text SpottingCode1
Authorship Obfuscation in Multilingual Machine-Generated Text DetectionCode2
GoMatching: A Simple Baseline for Video Text Spotting via Long and Short Term MatchingCode1
Inverse-like Antagonistic Scene Text Spotting via Reading-Order Estimation and Dynamic Sampling—0
MultiSiam: A Multiple Input Siamese Network For Social Media Text Classification And Duplicate Text Detection—0
LayoutFormer: Hierarchical Text Detection Towards Scene Text Understanding—0
Kernel Adaptive Convolution for Scene Text Detection via Distance Map Prediction—0
TextNeRF: A Novel Scene-Text Image Synthesis Method based on Neural Radiance FieldsCode0
Word length-aware text spotting: Enhancing detection and recognition in dense text image—0
Progressive Evolution from Single-Point to Polygon for Scene Text—0
Assaying on the Robustness of Zero-Shot Machine-Generated Text DetectorsCode0
Research on Multilingual Natural Scene Text Detection AlgorithmCode0
Bridging Synthetic and Real Worlds for Pre-training Scene Text DetectorsCode1
UPOCR: Towards Unified Pixel-Level OCR Interface—0
Pipeline Enabling Zero-shot Classification for Bangla Handwritten Grapheme—0
Mavericks at BLP-2023 Task 1: Ensemble-based Approach Using Language Models for Violence Inciting Text Detection—0
Enhancing Scene Text Detectors with Realistic Text Image Synthesis Using Diffusion ModelsCode1
SUT: a new multi-purpose synthetic dataset for Farsi document image analysisCode0
Machine-Generated Text Detection using Deep LearningCode0
nlpBDpatriots at BLP-2023 Task 1: A Two-Step Classification for Violence Inciting Text Detection in Bangla—0
Towards Improving Document Understanding: An Exploration on Text-Grounding via MLLMsCode1
Towards Detecting, Recognizing, and Parsing the Address Information from Bangla Signboard: A Deep Learning-based Approach—0
IMGTB: A Framework for Machine-Generated Text Detection BenchmarkingCode1
AI-generated text boundary detection with RoFTCode1
How You Prompt Matters! Even Task-Oriented Constraints in Instructions Affect LLM-Generated Text DetectionCode0
DEMASQ: Unmasking the ChatGPT WordsmithCode0
A Simple yet Efficient Ensemble Approach for AI-generated Text Detection—0
Stacking the Odds: Transformer-Based Ensemble for AI-Generated Text DetectionCode0
HANSEN: Human and AI Spoken Text Benchmark for Authorship Analysis—0
Towards Possibilities & Impossibilities of AI-generated Text Detection: A Survey—0
A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future DirectionsCode2
MULTITuDE: Large-Scale Multilingual Machine-Generated Text Detection BenchmarkCode1
DocXChain: A Powerful Open-Source Toolchain for Document Parsing and BeyondCode0
BanglaNLP at BLP-2023 Task 1: Benchmarking different Transformer Models for Violence Inciting Text Detection in Bengali—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