SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 31–40 of 822 papers

TitleStatusHype
Improving 2D Human Pose Estimation in Rare Camera Views with Synthetic DataCode2
InPars Toolkit: A Unified and Reproducible Synthetic Data Generation Pipeline for Neural Information RetrievalCode2
BEDLAM: A Synthetic Dataset of Bodies Exhibiting Detailed Lifelike Animated MotionCode2
TSGM: A Flexible Framework for Generative Modeling of Synthetic Time SeriesCode2
Towards Realistic Generative 3D Face ModelsCode2
REaLTabFormer: Generating Realistic Relational and Tabular Data using TransformersCode2
DigiFace-1M: 1 Million Digital Face Images for Face RecognitionCode2
Synthetic QA Corpora Generation with Roundtrip ConsistencyCode2
Datasheets Aren't Enough: DataRubrics for Automated Quality Metrics and AccountabilityCode1
dpmm: Differentially Private Marginal Models, a Library for Synthetic Tabular Data GenerationCode1
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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