SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 791–800 of 822 papers

TitleStatusHype
OceanSim: A GPU-Accelerated Underwater Robot Perception Simulation Framework—0
One-Shot Federated Learning for LEO Constellations that Reduces Convergence Time from Days to 90 Minutes—0
Online Differentially Private Synthetic Data Generation—0
On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey—0
On Synthetic Data Strategies for Domain-Specific Generative Retrieval—0
On the Effect of Purely Synthetic Training Data for Different Automatic Speech Recognition Architectures—0
On the Usefulness of Synthetic Tabular Data Generation—0
Optimizing the Privacy-Utility Balance using Synthetic Data and Configurable Perturbation Pipelines—0
Partition-based differentially private synthetic data generation—0
Synthetic Data Generators: Sequential and Private—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