SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 731–740 of 822 papers

TitleStatusHype
Is API Access to LLMs Useful for Generating Private Synthetic Tabular Data?—0
Joint Distributional Learning via Cramer-Wold Distance—0
Judge a Sentence by Its Content to Generate Grammatical Errors—0
JurEE not Judges: safeguarding llm interactions with small, specialised Encoder Ensembles—0
KAXAI: An Integrated Environment for Knowledge Analysis and Explainable AI—0
KiNETGAN: Enabling Distributed Network Intrusion Detection through Knowledge-Infused Synthetic Data Generation—0
KIPPS: Knowledge infusion in Privacy Preserving Synthetic Data Generation—0
Large language model as user daily behavior data generator: balancing population diversity and individual personality—0
Large Language Model Benchmarks in Medical Tasks—0
Latent Noise Injection for Private and Statistically Aligned 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