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 1–50 of 595 papers

TitleStatusHype
Real-Time Scene Text Detection with Differentiable Binarization and Adaptive Scale FusionCode7
Character Region Awareness for Text DetectionCode4
Visual Text Processing: A Comprehensive Review and Unified EvaluationCode2
GenAI Content Detection Task 3: Cross-Domain Machine-Generated Text Detection ChallengeCode2
Glimpse: Enabling White-Box Methods to Use Proprietary Models for Zero-Shot LLM-Generated Text DetectionCode2
DeTeCtive: Detecting AI-generated Text via Multi-Level Contrastive LearningCode2
Revisiting Tampered Scene Text Detection in the Era of Generative AICode2
Navigating the Shadows: Unveiling Effective Disturbances for Modern AI Content DetectorsCode2
RAID: A Shared Benchmark for Robust Evaluation of Machine-Generated Text DetectorsCode2
Humanizing Machine-Generated Content: Evading AI-Text Detection through Adversarial AttackCode2
Authorship Obfuscation in Multilingual Machine-Generated Text DetectionCode2
A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future DirectionsCode2
Turning a CLIP Model into a Scene Text SpotterCode2
SRFormer: Text Detection Transformer with Incorporated Segmentation and RegressionCode2
DeepSolo++: Let Transformer Decoder with Explicit Points Solo for Multilingual Text SpottingCode2
Multiscale Positive-Unlabeled Detection of AI-Generated TextsCode2
MAGE: Machine-generated Text Detection in the WildCode2
ICDAR 2023 Competition on Hierarchical Text Detection and RecognitionCode2
Turning a CLIP Model into a Scene Text DetectorCode2
DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability CurvatureCode2
DeepSolo: Let Transformer Decoder with Explicit Points Solo for Text SpottingCode2
Text Detection Forgot About Document OCRCode2
DPText-DETR: Towards Better Scene Text Detection with Dynamic Points in TransformerCode2
Arbitrary Shape Text Detection via Boundary TransformerCode2
Towards End-to-End Unified Scene Text Detection and Layout AnalysisCode2
SwinTextSpotter: Scene Text Spotting via Better Synergy between Text Detection and Text RecognitionCode2
Real-time Scene Text Detection with Differentiable BinarizationCode2
The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text DetectionCode1
SemiETS: Integrating Spatial and Content Consistencies for Semi-Supervised End-to-end Text SpottingCode1
Iron Sharpens Iron: Defending Against Attacks in Machine-Generated Text Detection with Adversarial TrainingCode1
GenAI Content Detection Task 1: English and Multilingual Machine-Generated Text Detection: AI vs. HumanCode1
DetectRL: Benchmarking LLM-Generated Text Detection in Real-World ScenariosCode1
AI as Humanity's Salieri: Quantifying Linguistic Creativity of Language Models via Systematic Attribution of Machine Text against Web TextCode1
Leveraging Text Localization for Scene Text Removal via Text-aware Masked Image ModelingCode1
LLM-DetectAIve: a Tool for Fine-Grained Machine-Generated Text DetectionCode1
Focus, Distinguish, and Prompt: Unleashing CLIP for Efficient and Flexible Scene Text RetrievalCode1
Detecting Subtle Differences between Human and Model Languages Using Spectrum of Relative LikelihoodCode1
Towards Reliable Detection of LLM-Generated Texts: A Comprehensive Evaluation Framework with CUDRTCode1
DALD: Improving Logits-based Detector without Logits from Black-box LLMsCode1
SemEval-2024 Task 8: Multidomain, Multimodel and Multilingual Machine-Generated Text DetectionCode1
GPT-generated Text Detection: Benchmark Dataset and Tensor-based Detection MethodCode1
ODM: A Text-Image Further Alignment Pre-training Approach for Scene Text Detection and SpottingCode1
KInIT at SemEval-2024 Task 8: Fine-tuned LLMs for Multilingual Machine-Generated Text DetectionCode1
M4GT-Bench: Evaluation Benchmark for Black-Box Machine-Generated Text DetectionCode1
k-SemStamp: A Clustering-Based Semantic Watermark for Detection of Machine-Generated TextCode1
TEXTRON: Weakly Supervised Multilingual Text Detection through Data ProgrammingCode1
Ten Words Only Still Help: Improving Black-Box AI-Generated Text Detection via Proxy-Guided Efficient Re-SamplingCode1
LLM-Detector: Improving AI-Generated Chinese Text Detection with Open-Source LLM Instruction TuningCode1
SwinTextSpotter v2: Towards Better Synergy for Scene Text SpottingCode1
GoMatching: A Simple Baseline for Video Text Spotting via Long and Short Term MatchingCode1
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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