SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 291–300 of 822 papers

TitleStatusHype
Embedding-Driven Diversity Sampling to Improve Few-Shot Synthetic Data Generation—0
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
SMIR: Efficient Synthetic Data Pipeline To Improve Multi-Image ReasoningCode0
Reading with Intent -- Neutralizing Intent—0
Advancing the Understanding of Fine-Grained 3D Forest Structures using Digital Cousins and Simulation-to-Reality: Methods and Datasets—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