SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–60 of 822 papers

TitleStatusHype
dpmm: Differentially Private Marginal Models, a Library for Synthetic Tabular Data GenerationCode1
Black-Box Attacks on Sequential Recommenders via Data-Free Model ExtractionCode1
API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMsCode1
Boosting Synthetic Data Generation with Effective Nonlinear Causal DiscoveryCode1
CLIPPER: Compression enables long-context synthetic data generationCode1
EPIC: Effective Prompting for Imbalanced-Class Data Synthesis in Tabular Data Classification via Large Language ModelsCode1
CAD2Render: A Modular Toolkit for GPU-accelerated Photorealistic Synthetic Data Generation for the Manufacturing IndustryCode1
FactCG: Enhancing Fact Checkers with Graph-Based Multi-Hop DataCode1
AIM-Fair: Advancing Algorithmic Fairness via Selectively Fine-Tuning Biased Models with Contextual Synthetic DataCode1
DuoGuard: A Two-Player RL-Driven Framework for Multilingual LLM GuardrailsCode1
Show:102550
← PrevPage 6 of 83Next →
All datasetsUCI Epileptic Seizure RecognitionUNSW-NB15

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1corGANAUROC0.92—Unverified
2GANAUROC0.87—Unverified
#ModelMetricClaimedVerifiedStatus
1kiNETGANEMD0.07—Unverified
2CTGANEMD0.07—Unverified