SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 161–170 of 822 papers

TitleStatusHype
The Synthetic Mirror -- Synthetic Data at the Age of Agentic AI—0
Private Evolution Converges—0
Unlocking the Potential of Large Language Models in the Nuclear Industry with Synthetic Data—0
Spatiotemporal deep learning models for detection of rapid intensification in cyclones—0
SOP-Bench: Complex Industrial SOPs for Evaluating LLM Agents—0
Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques—0
Synthetic Tabular Data: Methods, Attacks and Defenses—0
SPARQ: Synthetic Problem Generation for Reasoning via Quality-Diversity Algorithms—0
Optimization-Free Universal Watermark Forgery with Regenerative Diffusion ModelsCode0
Synthetic Dataset Generation for Autonomous Mobile Robots Using 3D Gaussian Splatting for Vision Training—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