SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 751–775 of 822 papers

TitleStatusHype
License Plate Images Generation with Diffusion Models—0
Lightweight Safety Guardrails via Synthetic Data and RL-guided Adversarial Training—0
Robust Synthetic Data-Driven Detection of Living-Off-the-Land Reverse Shells—0
LLM4GRN: Discovering Causal Gene Regulatory Networks with LLMs -- Evaluation through Synthetic Data Generation—0
LLM-based Code-Switched Text Generation for Grammatical Error Correction—0
LLM for Barcodes: Generating Diverse Synthetic Data for Identity Documents—0
LLMs-in-the-loop Part-1: Expert Small AI Models for Bio-Medical Text Translation—0
Local Look-Ahead Guidance via Verifier-in-the-Loop for Automated Theorem Proving—0
Log-Gaussian Gamma Processes for Training Bayesian Neural Networks in Raman and CARS Spectroscopies—0
Logical Reasoning for Task Oriented Dialogue Systems—0
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
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
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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