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
Bridging Synthetic and Real Worlds for Pre-training Scene Text DetectorsCode1
Enhancing Scene Text Detectors with Realistic Text Image Synthesis Using Diffusion ModelsCode1
Towards Improving Document Understanding: An Exploration on Text-Grounding via MLLMsCode1
IMGTB: A Framework for Machine-Generated Text Detection BenchmarkingCode1
AI-generated text boundary detection with RoFTCode1
MULTITuDE: Large-Scale Multilingual Machine-Generated Text Detection BenchmarkCode1
SeqXGPT: Sentence-Level AI-Generated Text DetectionCode1
KoMultiText: Large-Scale Korean Text Dataset for Classifying Biased Speech in Real-World Online ServicesCode1
ConDA: Contrastive Domain Adaptation for AI-generated Text DetectionCode1
MixNet: Toward Accurate Detection of Challenging Scene Text in the WildCode1
ESTextSpotter: Towards Better Scene Text Spotting with Explicit Synergy in TransformerCode1
LRANet: Towards Accurate and Efficient Scene Text Detection with Low-Rank Approximation NetworkCode1
UTRNet: High-Resolution Urdu Text Recognition In Printed DocumentsCode1
ViTEraser: Harnessing the Power of Vision Transformers for Scene Text Removal with SegMIM PretrainingCode1
Red Teaming Language Model Detectors with Language ModelsCode1
Who Wrote this Code? Watermarking for Code GenerationCode1
M4: Multi-generator, Multi-domain, and Multi-lingual Black-Box Machine-Generated Text DetectionCode1
LLMDet: A Third Party Large Language Models Generated Text Detection ToolCode1
Large Language Models can be Guided to Evade AI-Generated Text DetectionCode1
MGTBench: Benchmarking Machine-Generated Text DetectionCode1
Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defenseCode1
Recurrent Generic Contour-based Instance Segmentation with Progressive LearningCode1
SPTS v2: Single-Point Scene Text SpottingCode1
Towards Robust Tampered Text Detection in Document Image: New Dataset and New SolutionCode1
A Comprehensive Gold Standard and Benchmark for Comics Text Detection and RecognitionCode1
CoCo: Coherence-Enhanced Machine-Generated Text Detection Under Data Limitation With Contrastive LearningCode1
CBNet: A Plug-and-Play Network for Segmentation-Based Scene Text DetectionCode1
TPFNet: A Novel Text In-painting Transformer for Text RemovalCode1
Deepfake Text Detection: Limitations and OpportunitiesCode1
Threat Scenarios and Best Practices to Detect Neural Fake NewsCode1
Arbitrary Shape Text Detection via Segmentation with Probability MapsCode1
GLASS: Global to Local Attention for Scene-Text SpottingCode1
COO: Comic Onomatopoeia Dataset for Recognizing Arbitrary or Truncated TextsCode1
Findings of the The RuATD Shared Task 2022 on Artificial Text Detection in RussianCode1
Text Spotting TransformersCode1
End-to-End Video Text Spotting with TransformerCode1
Kernel Proposal Network for Arbitrary Shape Text DetectionCode1
DiT: Self-supervised Pre-training for Document Image TransformerCode1
Does Text Attract Attention on E-Commerce Images: A Novel Saliency Prediction Dataset and MethodCode1
SPTS: Single-Point Text SpottingCode1
CORE-Text: Improving Scene Text Detection with Contrastive Relational ReasoningCode1
FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel RepresentationCode1
Industrial Scene Text Detection with Refined Feature-attentive NetworkCode1
TPSNet: Reverse Thinking of Thin Plate Splines for Arbitrary Shape Scene Text RepresentationCode1
Artificial Text Detection via Examining the Topology of Attention MapsCode1
Text-Aware Single Image Specular Highlight RemovalCode1
I3CL:Intra- and Inter-Instance Collaborative Learning for Arbitrary-shaped Scene Text DetectionCode1
Adaptive Boundary Proposal Network for Arbitrary Shape Text DetectionCode1
CentripetalText: An Efficient Text Instance Representation for Scene Text DetectionCode1
Robust End-to-End Offline Chinese Handwriting Text Page Spotter with Text KernelCode1
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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