SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 271–280 of 822 papers

TitleStatusHype
Evaluating Differentially Private Synthetic Data Generation in High-Stakes Domains—0
Unsupervised Data Validation Methods for Efficient Model Training—0
Fill In The Gaps: Model Calibration and Generalization with Synthetic Data—0
Privacy Vulnerabilities in Marginals-based Synthetic Data—0
SELECT: A Large-Scale Benchmark of Data Curation Strategies for Image ClassificationCode1
Auto-GDA: Automatic Domain Adaptation for Efficient Grounding Verification in Retrieval Augmented Generation—0
Dessie: Disentanglement for Articulated 3D Horse Shape and Pose Estimation from Images—0
Training Language Models on Synthetic Edit Sequences Improves Code SynthesisCode1
Towards a Theoretical Understanding of Synthetic Data in LLM Post-Training: A Reverse-Bottleneck PerspectiveCode0
Restoring Super-High Resolution GPS Mobility Data—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