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 1–25 of 595 papers

TitleStatusHype
Real-Time Scene Text Detection with Differentiable Binarization and Adaptive Scale FusionCode7
Character Region Awareness for Text DetectionCode4
Towards End-to-End Unified Scene Text Detection and Layout AnalysisCode2
ICDAR 2023 Competition on Hierarchical Text Detection and RecognitionCode2
RAID: A Shared Benchmark for Robust Evaluation of Machine-Generated Text DetectorsCode2
Text Detection Forgot About Document OCRCode2
DeTeCtive: Detecting AI-generated Text via Multi-Level Contrastive LearningCode2
DeepSolo: Let Transformer Decoder with Explicit Points Solo for Text SpottingCode2
Revisiting Tampered Scene Text Detection in the Era of Generative AICode2
Humanizing Machine-Generated Content: Evading AI-Text Detection through Adversarial AttackCode2
Navigating the Shadows: Unveiling Effective Disturbances for Modern AI Content DetectorsCode2
Real-time Scene Text Detection with Differentiable BinarizationCode2
SRFormer: Text Detection Transformer with Incorporated Segmentation and RegressionCode2
SwinTextSpotter: Scene Text Spotting via Better Synergy between Text Detection and Text RecognitionCode2
MAGE: Machine-generated Text Detection in the WildCode2
DeepSolo++: Let Transformer Decoder with Explicit Points Solo for Multilingual Text SpottingCode2
Arbitrary Shape Text Detection via Boundary TransformerCode2
DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability CurvatureCode2
A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future DirectionsCode2
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
Authorship Obfuscation in Multilingual Machine-Generated Text DetectionCode2
DPText-DETR: Towards Better Scene Text Detection with Dynamic Points in TransformerCode2
Multiscale Positive-Unlabeled Detection of AI-Generated TextsCode2
Turning a CLIP Model into a Scene Text DetectorCode2
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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