SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 341–350 of 822 papers

TitleStatusHype
Artificial Data Point Generation in Clustered Latent Space for Small Medical Datasets—0
A robust synthetic data generation framework for machine learning in High-Resolution Transmission Electron Microscopy (HRTEM)—0
Does Synthetic Data Make Large Language Models More Efficient?—0
Does Synthetic Data Generation of LLMs Help Clinical Text Mining?—0
Does Prompt Design Impact Quality of Data Imputation by LLMs?—0
Building Math Agents with Multi-Turn Iterative Preference Learning—0
Does Differentially Private Synthetic Data Lead to Synthetic Discoveries?—0
DOCTOR: A Multi-Disease Detection Continual Learning Framework Based on Wearable Medical Sensors—0
Building Adaptive Acceptability Classifiers for Neural NLG—0
DocIE@XLLM25: In-Context Learning for Information Extraction using Fully Synthetic Demonstrations—0
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All datasetsUCI Epileptic Seizure RecognitionUNSW-NB15

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1corGANAUROC0.92—Unverified
2GANAUROC0.87—Unverified
#ModelMetricClaimedVerifiedStatus
1kiNETGANEMD0.07—Unverified
2CTGANEMD0.07—Unverified