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 51–100 of 595 papers

TitleStatusHype
A Comprehensive Gold Standard and Benchmark for Comics Text Detection and RecognitionCode1
AI-generated text boundary detection with RoFTCode1
Artificial Text Detection via Examining the Topology of Attention MapsCode1
Adaptive Boundary Proposal Network for Arbitrary Shape Text DetectionCode1
Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation NetworkCode1
Omnidirectional Scene Text Detection with Sequential-free Box DiscretizationCode1
GPT-generated Text Detection: Benchmark Dataset and Tensor-based Detection MethodCode1
M4: Multi-generator, Multi-domain, and Multi-lingual Black-Box Machine-Generated Text DetectionCode1
ICDAR 2019 Competition on Large-scale Street View Text with Partial Labeling -- RRC-LSVTCode1
Does Text Attract Attention on E-Commerce Images: A Novel Saliency Prediction Dataset and MethodCode1
I3CL:Intra- and Inter-Instance Collaborative Learning for Arbitrary-shaped Scene Text DetectionCode1
MGTBench: Benchmarking Machine-Generated Text DetectionCode1
DetectRL: Benchmarking LLM-Generated Text Detection in Real-World ScenariosCode1
ABCNet: Real-time Scene Text Spotting with Adaptive Bezier-Curve NetworkCode1
M4GT-Bench: Evaluation Benchmark for Black-Box Machine-Generated Text DetectionCode1
MixNet: Toward Accurate Detection of Challenging Scene Text in the WildCode1
One-shot Text Field Labeling using Attention and Belief Propagation for Structure Information ExtractionCode1
Leveraging Text Localization for Scene Text Removal via Text-aware Masked Image ModelingCode1
DeRPN: Taking a further step toward more general object detectionCode1
LLMDet: A Third Party Large Language Models Generated Text Detection ToolCode1
Deep Relational Reasoning Graph Network for Arbitrary Shape Text DetectionCode1
Deepfake Text Detection: Limitations and OpportunitiesCode1
k-SemStamp: A Clustering-Based Semantic Watermark for Detection of Machine-Generated TextCode1
Large Language Models can be Guided to Evade AI-Generated Text DetectionCode1
AE TextSpotter: Learning Visual and Linguistic Representation for Ambiguous Text SpottingCode1
LLM-DetectAIve: a Tool for Fine-Grained Machine-Generated Text DetectionCode1
KoMultiText: Large-Scale Korean Text Dataset for Classifying Biased Speech in Real-World Online ServicesCode1
Bridging Synthetic and Real Worlds for Pre-training Scene Text DetectorsCode1
Industrial Scene Text Detection with Refined Feature-attentive NetworkCode1
Detecting Multi-Oriented Text with Corner-based Region ProposalsCode1
Detecting Subtle Differences between Human and Model Languages Using Spectrum of Relative LikelihoodCode1
Towards Reliable Detection of LLM-Generated Texts: A Comprehensive Evaluation Framework with CUDRTCode1
Dictionary-Guided Scene Text RecognitionCode1
CBNet: A Plug-and-Play Network for Segmentation-Based Scene Text DetectionCode1
CentripetalText: An Efficient Text Instance Representation for Scene Text DetectionCode1
DiT: Self-supervised Pre-training for Document Image TransformerCode1
Iron Sharpens Iron: Defending Against Attacks in Machine-Generated Text Detection with Adversarial TrainingCode1
EAST: An Efficient and Accurate Scene Text DetectorCode1
CORE-Text: Improving Scene Text Detection with Contrastive Relational ReasoningCode1
LRANet: Towards Accurate and Efficient Scene Text Detection with Low-Rank Approximation NetworkCode1
Enhancing Scene Text Detectors with Realistic Text Image Synthesis Using Diffusion ModelsCode1
CLEval: Character-Level Evaluation for Text Detection and Recognition TasksCode1
A Multiplexed Network for End-to-End, Multilingual OCRCode1
CoCo: Coherence-Enhanced Machine-Generated Text Detection Under Data Limitation With Contrastive LearningCode1
DALD: Improving Logits-based Detector without Logits from Black-box LLMsCode1
Kernel Proposal Network for Arbitrary Shape Text DetectionCode1
COO: Comic Onomatopoeia Dataset for Recognizing Arbitrary or Truncated TextsCode1
Findings of the The RuATD Shared Task 2022 on Artificial Text Detection in RussianCode1
ContourNet: Taking a Further Step toward Accurate Arbitrary-shaped Scene Text DetectionCode1
IMGTB: A Framework for Machine-Generated Text Detection BenchmarkingCode1
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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