SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 171–180 of 822 papers

TitleStatusHype
Data Enrichment Opportunities for Distribution Grid Cable Networks using Variational Autoencoders—0
Sequential PatchCore: Anomaly Detection for Surface Inspection using Synthetic Impurities—0
Generating Realistic Synthetic Head Rotation Data for Extended Reality using Deep Learning—0
Quantum Down Sampling Filter for Variational Auto-encoderCode0
User Simulation in the Era of Generative AI: User Modeling, Synthetic Data Generation, and System Evaluation—0
Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Though—0
Advancing the Understanding of Fine-Grained 3D Forest Structures using Digital Cousins and Simulation-to-Reality: Methods and Datasets—0
Reading with Intent -- Neutralizing Intent—0
SMIR: Efficient Synthetic Data Pipeline To Improve Multi-Image ReasoningCode0
License Plate Images Generation with Diffusion Models—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