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

Showing 121130 of 595 papers

TitleStatusHype
Does Text Attract Attention on E-Commerce Images: A Novel Saliency Prediction Dataset and MethodCode1
The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text DetectionCode1
FUNSD: A Dataset for Form Understanding in Noisy Scanned DocumentsCode1
Towards Improving Document Understanding: An Exploration on Text-Grounding via MLLMsCode1
Towards Robust Visual Information Extraction in Real World: New Dataset and Novel SolutionCode1
Deepfake Text Detection: Limitations and OpportunitiesCode1
Detecting Subtle Differences between Human and Model Languages Using Spectrum of Relative LikelihoodCode1
DetectRL: Benchmarking LLM-Generated Text Detection in Real-World ScenariosCode1
FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel RepresentationCode1
One-shot Text Field Labeling using Attention and Belief Propagation for Structure Information ExtractionCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ContourNet [69]Precision86.99Unverified
2DRRG [72]Precision83.87Unverified
3PSENet [67]Precision78.11Unverified
4EAST [75]Precision71.48Unverified
5EASTPrecision70.43Unverified