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 326–350 of 595 papers

TitleStatusHype
UNITS: Unsupervised Intermediate Training Stage for Scene Text Detection—0
Unmasking the Imposters: How Censorship and Domain Adaptation Affect the Detection of Machine-Generated Tweets—0
UPOCR: Towards Unified Pixel-Level OCR Interface—0
Urdu text in natural scene images: a new dataset and preliminary text detection—0
Using Object Information for Spotting Text—0
Using PPM for Health Related Text Detection—0
Verisimilar Image Synthesis for Accurate Detection and Recognition of Texts in Scenes—0
Video Text Localization using Wavelet and Shearlet Transforms—0
Video Text Localization with an emphasis on Edge Features—0
Video text tracking for dense and small text based on pp-yoloe-r and sort algorithm—0
Vietnamese AI Generated Text Detection—0
VISTA-OCR: Towards generative and interactive end to end OCR models—0
Visual Text Generation in the Wild—0
Visual Text Meets Low-level Vision: A Comprehensive Survey on Visual Text Processing—0
Weakly-Supervised Arbitrary-Shaped Text Detection with Expectation-Maximization Algorithm—0
WeText: Scene Text Detection under Weak Supervision—0
Which and Where to Focus: A Simple yet Accurate Framework for Arbitrary-Shaped Nearby Text Detection in Scene Images—0
Who Said That? Benchmarking Social Media AI Detection—0
Who Wrote This? The Key to Zero-Shot LLM-Generated Text Detection Is GECScore—0
WordFence: Text Detection in Natural Images with Border Awareness—0
Word length-aware text spotting: Enhancing detection and recognition in dense text image—0
Word-level Human Interpretable Scoring Mechanism for Novel Text Detection Using Tsetlin Machines—0
WordSup: Exploiting Word Annotations for Character based Text Detection—0
xGen-VideoSyn-1: High-fidelity Text-to-Video Synthesis with Compressed Representations—0
Zero-Shot Detection of AI-Generated Images—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