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 251–300 of 595 papers

TitleStatusHype
Video text tracking for dense and small text based on pp-yoloe-r and sort algorithm—0
Deformable Kernel Expansion Model for Efficient Arbitrary-shaped Scene Text Detection—0
MGTBench: Benchmarking Machine-Generated Text DetectionCode1
Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defenseCode1
Uncovering the Handwritten Text in the Margins: End-to-end Handwritten Text Detection and RecognitionCode0
Turning a CLIP Model into a Scene Text DetectorCode2
TextDefense: Adversarial Text Detection based on Word Importance Entropy—0
Text recognition on images using pre-trained CNN—0
The Science of Detecting LLM-Generated Texts—0
DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability CurvatureCode2
AI vs. Human -- Differentiation Analysis of Scientific Content Generation—0
Recurrent Generic Contour-based Instance Segmentation with Progressive LearningCode1
Cursive Caption Text Detection in Videos—0
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
Artificial Text Detection with Multiple Training Strategies—0
CBNet: A Plug-and-Play Network for Segmentation-Based Scene Text DetectionCode1
Domain Adaptive Scene Text Detection via Subcategorization—0
Impact of Automatic Image Classification and Blind Deconvolution in Improving Text Detection Performance of the CRAFT Algorithm—0
Aggregated Text Transformer for Scene Text Detection—0
Rooms with Text: A Dataset for Overlaying Text Detection—0
DeepSolo: Let Transformer Decoder with Explicit Points Solo for Text SpottingCode2
TPFNet: A Novel Text In-painting Transformer for Text RemovalCode1
Deepfake Text Detection: Limitations and OpportunitiesCode1
Text Detection Forgot About Document OCRCode2
Machine Generated Text: A Comprehensive Survey of Threat Models and Detection Methods—0
Text detection and recognition based on a lensless imaging system—0
Synthetic Text Detection: Systemic Literature Review—0
Threat Scenarios and Best Practices to Detect Neural Fake NewsCode1
Leveraging machine learning for less developed languages: Progress on Urdu text detection—0
SANIP: Shopping Assistant and Navigation for the visually impaired—0
SynSciPass: detecting appropriate uses of scientific text generationCode0
Text Growing on Leaf—0
Arbitrary Shape Text Detection via Segmentation with Probability MapsCode1
DPTNet: A Dual-Path Transformer Architecture for Scene Text Detection—0
Shift Variance in Scene Text Detection—0
GLASS: Global to Local Attention for Scene-Text SpottingCode1
Contextual Text Block Detection towards Scene Text Understanding—0
Optimal Boxes: Boosting End-to-End Scene Text Recognition by Adjusting Annotated Bounding Boxes via Reinforcement Learning—0
Real-time End-to-End Video Text Spotter with Contrastive Representation LearningCode0
Single Shot Self-Reliant Scene Text Spotter by Decoupled yet Collaborative Detection and RecognitionCode0
COO: Comic Onomatopoeia Dataset for Recognizing Arbitrary or Truncated TextsCode1
DPText-DETR: Towards Better Scene Text Detection with Dynamic Points in TransformerCode2
Explore Faster Localization Learning For Scene Text Detection—0
BusiNet -- a Light and Fast Text Detection Network for Business Documents—0
TextDCT: Arbitrary-Shaped Text Detection via Discrete Cosine Transform Mask—0
DIALOG-22 RuATD Generated Text DetectionCode0
PP-OCRv3: More Attempts for the Improvement of Ultra Lightweight OCR System—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