SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 731–740 of 822 papers

TitleStatusHype
Cut-and-Splat: Leveraging Gaussian Splatting for Synthetic Data GenerationCode0
Creating Artificial Students that Never Existed: Leveraging Large Language Models and CTGANs for Synthetic Data GenerationCode0
SemEval-2025 Task 5: LLMs4Subjects -- LLM-based Automated Subject Tagging for a National Technical Library's Open-Access CatalogCode0
A Linear Reconstruction Approach for Attribute Inference Attacks against Synthetic DataCode0
A Systematic Evaluation of Generative Models on Tabular Transportation DataCode0
FLAIM: AIM-based Synthetic Data Generation in the Federated SettingCode0
Beyond a Single Mode: GAN Ensembles for Diverse Medical Data GenerationCode0
Tiny models from tiny data: Textual and null-text inversion for few-shot distillationCode0
ConvGeN: Convex space learning improves deep-generative oversampling for tabular imbalanced classification on smaller datasetsCode0
MC-GEN:Multi-level Clustering for Private Synthetic Data GenerationCode0
Show:102550
← PrevPage 74 of 83Next →
All datasetsUCI Epileptic Seizure RecognitionUNSW-NB15

Benchmark Results

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