SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 251–260 of 822 papers

TitleStatusHype
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
No more hard prompts: SoftSRV prompting for synthetic data generation—0
Sparkle: Mastering Basic Spatial Capabilities in Vision Language Models Elicits Generalization to Composite Spatial Reasoning—0
LLM4GRN: Discovering Causal Gene Regulatory Networks with LLMs -- Evaluation through Synthetic Data Generation—0
Synthetic Data Generation for Residential Load Patterns via Recurrent GAN and Ensemble Method—0
ELOQ: Resources for Enhancing LLM Detection of Out-of-Scope QuestionsCode0
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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