SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 101–110 of 822 papers

TitleStatusHype
GeoPointGAN: Synthetic Spatial Data with Local Label Differential PrivacyCode1
Delving into High-Quality Synthetic Face Occlusion Segmentation DatasetsCode1
Exploring Transformer Text Generation for Medical Dataset AugmentationCode1
AnthroNet: Conditional Generation of Humans via AnthropometricsCode1
DFNet: Enhance Absolute Pose Regression with Direct Feature MatchingCode1
Black-Box Attacks on Sequential Recommenders via Data-Free Model ExtractionCode1
FactCG: Enhancing Fact Checkers with Graph-Based Multi-Hop DataCode1
Differentially Private Synthetic Medical Data Generation using Convolutional GANsCode1
Exploiting Asymmetry for Synthetic Training Data Generation: SynthIE and the Case of Information ExtractionCode1
RAGSynth: Synthetic Data for Robust and Faithful RAG Component OptimizationCode1
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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