SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 381–390 of 822 papers

TitleStatusHype
A Systematic Examination of Preference Learning through the Lens of Instruction-Following—0
Improving generalization with synthetic training data for deep learning based quality inspection—0
Learning Compositional Radiance Fields of Dynamic Human Heads—0
Benchmarking Generative Models on Computational Thinking Tests in Elementary Visual Programming—0
Improving Omics-Based Classification: The Role of Feature Selection and Synthetic Data Generation—0
Decentralised, Scalable and Privacy-Preserving Synthetic Data Generation—0
Learning Defect Prediction from Unrealistic Data—0
Inference With Combining Rules From Multiple Differentially Private Synthetic Datasets—0
Faster Private Minimum Spanning Trees—0
FairGen: Fair Synthetic Data Generation—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