SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 621–630 of 822 papers

TitleStatusHype
Generating Synthetic Data with Locally Estimated Distributions for Disclosure ControlCode0
Privacy-Preserving Synthetic Data Generation for Recommendation SystemsCode1
StyleTime: Style Transfer for Synthetic Time Series Generation—0
RLIP: Relational Language-Image Pre-training for Human-Object Interaction DetectionCode1
Controllable 3D Generative Adversarial Face Model via Disentangling Shape and AppearanceCode1
Judge a Sentence by Its Content to Generate Grammatical Errors—0
Exploring the Limits of Synthetic Creation of Solar EUV Images via Image-to-Image TranslationCode0
TRoVE: Transforming Road Scene Datasets into Photorealistic Virtual EnvironmentsCode1
Analyzing Data-Centric Properties for Graph Contrastive LearningCode0
A Multifaceted Benchmarking of Synthetic Electronic Health Record Generation ModelsCode1
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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