SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 271–280 of 822 papers

TitleStatusHype
The Canary's Echo: Auditing Privacy Risks of LLM-Generated Synthetic Text—0
Theorem Prover as a Judge for Synthetic Data Generation—0
From Gaming to Research: GTA V for Synthetic Data Generation for Robotics and Navigations—0
ShapeLib: Designing a library of programmatic 3D shape abstractions with Large Language Models—0
Typhoon T1: An Open Thai Reasoning Model—0
A Systematic Evaluation of Generative Models on Tabular Transportation DataCode0
Generative Distribution Prediction: A Unified Approach to Multimodal Learning—0
Scalable and Ethical Insider Threat Detection through Data Synthesis and Analysis by LLMs—0
Is API Access to LLMs Useful for Generating Private Synthetic Tabular Data?—0
Few-shot_LLM_Synthetic_Data_with_Distribution_MatchingCode0
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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