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 251–275 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
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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