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 101–125 of 595 papers

TitleStatusHype
Detecting Subtle Differences between Human and Model Languages Using Spectrum of Relative LikelihoodCode1
Detecting Machine-Generated Texts: Not Just "AI vs Humans" and Explainability is Complicated—0
Unmasking the Imposters: How Censorship and Domain Adaptation Affect the Detection of Machine-Generated Tweets—0
Artistic-style text detector and a new Movie-Poster datasetCode0
Investigating the Influence of Prompt-Specific Shortcuts in AI Generated Text DetectionCode0
Understanding Student and Academic Staff Perceptions of AI Use in Assessment and Feedback—0
Synthetic Lyrics Detection Across Languages and Genres—0
Applying Ensemble Methods to Model-Agnostic Machine-Generated Text Detection—0
MultiSocial: Multilingual Benchmark of Machine-Generated Text Detection of Social-Media Texts—0
SegHist: A General Segmentation-based Framework for Chinese Historical Document Text Line DetectionCode0
Exploring the Limitations of Detecting Machine-Generated Text—0
Towards Reliable Detection of LLM-Generated Texts: A Comprehensive Evaluation Framework with CUDRTCode1
Navigating the Shadows: Unveiling Effective Disturbances for Modern AI Content DetectorsCode2
DALD: Improving Logits-based Detector without Logits from Black-box LLMsCode1
Enhancing Text Authenticity: A Novel Hybrid Approach for AI-Generated Text Detection—0
Towards Unified Multi-granularity Text Detection with Interactive Attention—0
Transformer and Hybrid Deep Learning Based Models for Machine-Generated Text DetectionCode0
AI-Generated Text Detection and Classification Based on BERT Deep Learning Algorithm—0
Dataset and Benchmark for Urdu Natural Scenes Text Detection, Recognition and Visual Question AnsweringCode0
Spotting AI's Touch: Identifying LLM-Paraphrased Spans in TextCode0
The First Swahili Language Scene Text Detection and Recognition DatasetCode0
DeepPavlov at SemEval-2024 Task 8: Leveraging Transfer Learning for Detecting Boundaries of Machine-Generated TextsCode0
FPDIoU Loss: A Loss Function for Efficient Bounding Box Regression of Rotated Object Detection—0
RAID: A Shared Benchmark for Robust Evaluation of Machine-Generated Text DetectorsCode2
Text Grouping Adapter: Adapting Pre-trained Text Detector for Layout Analysis—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