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 551575 of 595 papers

TitleStatusHype
Accurate Text Localization in Natural Image with Cascaded Convolutional Text NetworkCode0
A Neural Model for Text Localization, Transcription and Named Entity Recognition in Full PagesCode0
Machine-generated text detection prevents language model collapseCode0
Detecting Curve Text in the Wild: New Dataset and New SolutionCode0
Abusive content detection in transliterated Bengali-English social media corpusCode0
SEE: Towards Semi-Supervised End-to-End Scene Text RecognitionCode0
A Feasible Framework for Arbitrary-Shaped Scene Text RecognitionCode0
SegHist: A General Segmentation-based Framework for Chinese Historical Document Text Line DetectionCode0
DEMASQ: Unmasking the ChatGPT WordsmithCode0
Selective Style Transfer for TextCode0
Investigating the Influence of Prompt-Specific Shortcuts in AI Generated Text DetectionCode0
Self-Organized Text Detection With Minimal Post-Processing via Border LearningCode0
ICDAR2019 Robust Reading Challenge on Arbitrary-Shaped Text (RRC-ArT)Code0
TextSnake: A Flexible Representation for Detecting Text of Arbitrary ShapesCode0
DeepText: A Unified Framework for Text Proposal Generation and Text Detection in Natural ImagesCode0
HULLMI: Human vs LLM identification with explainabilityCode0
SemEval-2024 Task 8: Weighted Layer Averaging RoBERTa for Black-Box Machine-Generated Text DetectionCode0
DeepPavlov at SemEval-2024 Task 8: Leveraging Transfer Learning for Detecting Boundaries of Machine-Generated TextsCode0
HU at SemEval-2024 Task 8A: Can Contrastive Learning Learn Embeddings to Detect Machine-Generated Text?Code0
The First Swahili Language Scene Text Detection and Recognition DatasetCode0
The Imitation Game: Detecting Human and AI-Generated Texts in the Era of ChatGPT and BARDCode0
How You Prompt Matters! Even Task-Oriented Constraints in Instructions Affect LLM-Generated Text DetectionCode0
Harnessing the Power of Multi-Lingual Datasets for Pre-training: Towards Enhancing Text Spotting PerformanceCode0
Geometry Normalization Networks for Accurate Scene Text DetectionCode0
WaterSeeker: Pioneering Efficient Detection of Watermarked Segments in Large DocumentsCode0
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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