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
Driving Privacy Forward: Mitigating Information Leakage within Smart Vehicles through Synthetic Data GenerationCode0
SimpleStrat: Diversifying Language Model Generation with Stratification—0
JurEE not Judges: safeguarding llm interactions with small, specialised Encoder Ensembles—0
Unsupervised Data Validation Methods for Efficient Model Training—0
Evaluating Differentially Private Synthetic Data Generation in High-Stakes Domains—0
Privacy Vulnerabilities in Marginals-based Synthetic Data—0
Fill In The Gaps: Model Calibration and Generalization with Synthetic Data—0
Dessie: Disentanglement for Articulated 3D Horse Shape and Pose Estimation from Images—0
Auto-GDA: Automatic Domain Adaptation for Efficient Grounding Verification in Retrieval Augmented Generation—0
Towards a Theoretical Understanding of Synthetic Data in LLM Post-Training: A Reverse-Bottleneck PerspectiveCode0
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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