SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 571–580 of 822 papers

TitleStatusHype
Learning from Reasoning Failures via Synthetic Data Generation—0
Learning to Generate Synthetic Data via Compositing—0
Learning Vine Copula Models For Synthetic Data Generation—0
Leveraging Contrastive Learning for Semantic Segmentation with Consistent Labels Across Varying Appearances—0
Diverse and Effective Synthetic Data Generation for Adaptable Zero-Shot Dialogue State Tracking—0
Leveraging GANs for data scarcity of COVID-19: Beyond the hype—0
Leveraging Open-Source Large Language Models for encoding Social Determinants of Health using an Intelligent Router—0
Leveraging Vertical Public-Private Split for Improved Synthetic Data Generation—0
License Plate Images Generation with Diffusion Models—0
Lightweight Safety Guardrails via Synthetic Data and RL-guided Adversarial 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