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 101–125 of 595 papers

TitleStatusHype
Arbitrary Shape Text Detection via Segmentation with Probability MapsCode1
ConDA: Contrastive Domain Adaptation for AI-generated Text DetectionCode1
GLASS: Global to Local Attention for Scene-Text SpottingCode1
A Multiplexed Network for End-to-End, Multilingual OCRCode1
AI-generated text boundary detection with RoFTCode1
ContourNet: Taking a Further Step toward Accurate Arbitrary-shaped Scene Text DetectionCode1
DeRPN: Taking a further step toward more general object detectionCode1
DALD: Improving Logits-based Detector without Logits from Black-box LLMsCode1
Adaptive Boundary Proposal Network for Arbitrary Shape Text DetectionCode1
COO: Comic Onomatopoeia Dataset for Recognizing Arbitrary or Truncated TextsCode1
Kernel Proposal Network for Arbitrary Shape Text DetectionCode1
CORE-Text: Improving Scene Text Detection with Contrastive Relational ReasoningCode1
k-SemStamp: A Clustering-Based Semantic Watermark for Detection of Machine-Generated TextCode1
KInIT at SemEval-2024 Task 8: Fine-tuned LLMs for Multilingual Machine-Generated Text DetectionCode1
Leveraging Text Localization for Scene Text Removal via Text-aware Masked Image ModelingCode1
KoMultiText: Large-Scale Korean Text Dataset for Classifying Biased Speech in Real-World Online ServicesCode1
LLMDet: A Third Party Large Language Models Generated Text Detection ToolCode1
Towards Reliable Detection of LLM-Generated Texts: A Comprehensive Evaluation Framework with CUDRTCode1
M4: Multi-generator, Multi-domain, and Multi-lingual Black-Box Machine-Generated Text DetectionCode1
Ten Words Only Still Help: Improving Black-Box AI-Generated Text Detection via Proxy-Guided Efficient Re-SamplingCode1
MULTITuDE: Large-Scale Multilingual Machine-Generated Text Detection BenchmarkCode1
Deep Relational Reasoning Graph Network for Arbitrary Shape Text DetectionCode1
Deepfake Text Detection: Limitations and OpportunitiesCode1
Text Spotting TransformersCode1
FUNSD: A Dataset for Form Understanding in Noisy Scanned DocumentsCode1
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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