SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 481–490 of 822 papers

TitleStatusHype
TARGA: Targeted Synthetic Data Generation for Practical Reasoning over Structured Data—0
Synthetic Data Generation in Low-Resource Settings via Fine-Tuning of Large Language Models—0
The Big Data Myth: Using Diffusion Models for Dataset Generation to Train Deep Detection Models—0
The Canary's Echo: Auditing Privacy Risks of LLM-Generated Synthetic Text—0
The Devil in the Details: Simple and Effective Optical Flow Synthetic Data Generation—0
Theorem Prover as a Judge for Synthetic Data Generation—0
The Prompt is Mightier than the Example—0
The Synthetic Mirror -- Synthetic Data at the Age of Agentic AI—0
The Volctrans Machine Translation System for WMT20—0
Time Series Language Model for Descriptive Caption Generation—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