SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 141–150 of 822 papers

TitleStatusHype
Synth It Like KITTI: Synthetic Data Generation for Object Detection in Driving ScenariosCode0
CLIPPER: Compression enables long-context synthetic data generationCode1
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
A Systematic Evaluation of Generative Models on Tabular Transportation DataCode0
Typhoon T1: An Open Thai Reasoning Model—0
ShapeLib: Designing a library of programmatic 3D shape abstractions with Large Language Models—0
Generative Distribution Prediction: A Unified Approach to Multimodal Learning—0
Is API Access to LLMs Useful for Generating Private Synthetic Tabular Data?—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