SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 611–620 of 822 papers

TitleStatusHype
Generating Faithful Synthetic Data with Large Language Models: A Case Study in Computational Social Science—0
One-Shot Federated Learning for LEO Constellations that Reduces Convergence Time from Days to 90 Minutes—0
Exploring the Viability of Synthetic Query Generation for Relevance Prediction—0
BELLA: Black box model Explanations by Local Linear Approximations—0
Utility Theory of Synthetic Data Generation—0
An Optimal and Scalable Matrix Mechanism for Noisy Marginals under Convex Loss FunctionsCode0
Synthetic data generation for a longitudinal cohort study -- Evaluation, method extension and reproduction of published data analysis resultsCode0
Analyzing Bias in Diffusion-based Face Generation Models—0
Post-training Model Quantization Using GANs for Synthetic Data GenerationCode0
DOCTOR: A Multi-Disease Detection Continual Learning Framework Based on Wearable Medical Sensors—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