SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 771–780 of 822 papers

TitleStatusHype
Meta-Sim2: Unsupervised Learning of Scene Structure for Synthetic Data Generation—0
MetaSynth: Meta-Prompting-Driven Agentic Scaffolds for Diverse Synthetic Data Generation—0
Methods for generating and evaluating synthetic longitudinal patient data: a systematic review—0
MHDeep: Mental Health Disorder Detection System based on Body-Area and Deep Neural Networks—0
CogReact: A Reinforced Framework to Model Human Cognitive Reaction Modulated by Dynamic Intervention—0
Modeling supply chain compliance response strategies based on AI synthetic data with structural path regression: A Simulation Study of EU 2027 Mandatory Labor Regulations—0
Modernizing Old Photos Using Multiple References via Photorealistic Style Transfer—0
Monocular pose estimation of articulated surgical instruments in open surgery—0
MonoPlace3D: Learning 3D-Aware Object Placement for 3D Monocular Detection—0
MSCT: Addressing Time-Varying Confounding with Marginal Structural Causal Transformer for Counterfactual Post-Crash Traffic Prediction—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