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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 101–150 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
Investigating the Influence of Prompt-Specific Shortcuts in AI Generated Text DetectionCode0
Artistic-style text detector and a new Movie-Poster datasetCode0
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SegHist: A General Segmentation-based Framework for Chinese Historical Document Text Line DetectionCode0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
Who Wrote This? The Key to Zero-Shot LLM-Generated Text Detection Is GECScore—0
Vietnamese AI Generated Text Detection—0
MorphText: Deep Morphology Regularized Arbitrary-shape Scene Text Detection—0
SemEval-2024 Task 8: Multidomain, Multimodel and Multilingual Machine-Generated Text DetectionCode1
Text in the Dark: Extremely Low-Light Text Image EnhancementCode0
PetKaz at SemEval-2024 Task 8: Can Linguistics Capture the Specifics of LLM-generated Text?—0
Large Language Model (LLM) AI text generation detection based on transformer deep learning algorithm—0
Humanizing Machine-Generated Content: Evading AI-Text Detection through Adversarial AttackCode2
TM-TREK at SemEval-2024 Task 8: Towards LLM-Based Automatic Boundary Detection for Human-Machine Mixed Text—0
Ensemble Learning for Vietnamese Scene Text Spotting in Urban Environments—0
AIpom at SemEval-2024 Task 8: Detecting AI-produced Outputs in M4Code0
TrustAI at SemEval-2024 Task 8: A Comprehensive Analysis of Multi-domain Machine Generated Text Detection Techniques—0
EAGLE: A Domain Generalization Framework for AI-generated Text Detection—0
MasonTigers at SemEval-2024 Task 8: Performance Analysis of Transformer-based Models on Machine-Generated Text Detection—0
Facilitating Pornographic Text Detection for Open-Domain Dialogue Systems via Knowledge Distillation of Large Language ModelsCode0
Adaptive Ensembles of Fine-Tuned Transformers for LLM-Generated Text Detection—0
TextBlockV2: Towards Precise-Detection-Free Scene Text Spotting with Pre-trained Language Model—0
IndicSTR12: A Dataset for Indic Scene Text Recognition—0
GPT-generated Text Detection: Benchmark Dataset and Tensor-based Detection MethodCode1
MENTOR: Multilingual tExt detectioN TOward leaRning by analogy—0
Detecting AI-Generated Sentences in Human-AI Collaborative Hybrid Texts: Challenges, Strategies, and InsightsCode0
ODM: A Text-Image Further Alignment Pre-training Approach for Scene Text Detection and SpottingCode1
Deep Learning Detection Method for Large Language Models-Generated Scientific Content—0
Efficiently Leveraging Linguistic Priors for Scene Text Spotting—0
SemEval-2024 Task 8: Weighted Layer Averaging RoBERTa for Black-Box Machine-Generated Text DetectionCode0
Show:102550
← PrevPage 3 of 12Next →

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