SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 391–400 of 822 papers

TitleStatusHype
FewFedPIT: Towards Privacy-preserving and Few-shot Federated Instruction Tuning—0
Interpretable classification of wiki-review streams—0
A Systematic Examination of Preference Learning through the Lens of Instruction-Following—0
Interrogating Paradigms in Self-supervised Graph Representation Learning—0
Leveraging GANs for data scarcity of COVID-19: Beyond the hype—0
IP-Dialog: Evaluating Implicit Personalization in Dialogue Systems with Synthetic Data—0
Faster Private Minimum Spanning Trees—0
Is API Access to LLMs Useful for Generating Private Synthetic Tabular Data?—0
FairGen: Fair Synthetic Data Generation—0
Alleviating Distribution Shift in Synthetic Data for Machine Translation Quality Estimation—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