SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 761–770 of 822 papers

TitleStatusHype
Machine Learning for Synthetic Data Generation: A Review—0
MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification—0
Making Large Language Models into World Models with Precondition and Effect Knowledge—0
Making Sense of Data in the Wild: Data Analysis Automation at Scale—0
MALLM-GAN: Multi-Agent Large Language Model as Generative Adversarial Network for Synthesizing Tabular Data—0
MALT: Improving Reasoning with Multi-Agent LLM Training—0
MANTA -- Model Adapter Native generations that's Affordable—0
Masked Language Modeling Becomes Conditional Density Estimation for Tabular Data Synthesis—0
Mask Factory: Towards High-quality Synthetic Data Generation for Dichotomous Image Segmentation—0
DRIFTS: Optimizing Domain Randomization with Synthetic Data and Weight Interpolation for Fetal Brain Tissue Segmentation—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