SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 751–760 of 822 papers

TitleStatusHype
Synthetic Data Generation for Visual Detection of Flattened PET BottlesCode0
CONVERSER: Few-Shot Conversational Dense Retrieval with Synthetic Data GenerationCode0
Content Disentanglement for Semantically Consistent Synthetic-to-Real Domain AdaptationCode0
Mosaic: Data-Free Knowledge Distillation via Mixture-of-Experts for Heterogeneous Distributed EnvironmentsCode0
Conditioning on Time is All You Need for Synthetic Survival Data GenerationCode0
Enhancing Metabolic Syndrome Prediction with Hybrid Data Balancing and CounterfactualsCode0
BEAR: BGP Event Analysis and ReportingCode0
Synthetic data generation method for data-free knowledge distillation in regression neural networksCode0
Towards a Theoretical Understanding of Synthetic Data in LLM Post-Training: A Reverse-Bottleneck PerspectiveCode0
A Statistical Approach for Synthetic EEG Data GenerationCode0
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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