SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 361–370 of 822 papers

TitleStatusHype
Evaluating utility in synthetic banking microdata applications—0
Unpicking Data at the Seams: VAEs, Disentanglement and Independent Components—0
Large Language Model Benchmarks in Medical Tasks—0
Synthetica: Large Scale Synthetic Data for Robot Perception—0
zGAN: An Outlier-focused Generative Adversarial Network For Realistic Synthetic Data Generation—0
Rethinking Data Synthesis: A Teacher Model Training Recipe with Interpretation—0
Little Giants: Synthesizing High-Quality Embedding Data at ScaleCode0
Privacy-hardened and hallucination-resistant synthetic data generation with logic-solvers—0
LLM4GRN: Discovering Causal Gene Regulatory Networks with LLMs -- Evaluation through Synthetic Data Generation—0
No more hard prompts: SoftSRV prompting for synthetic data 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