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 3140 of 595 papers

TitleStatusHype
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
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ContourNet [69]Precision86.99Unverified
2DRRG [72]Precision83.87Unverified
3PSENet [67]Precision78.11Unverified
4EAST [75]Precision71.48Unverified
5EASTPrecision70.43Unverified