SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 476–500 of 822 papers

TitleStatusHype
SynthFM: Training Modality-agnostic Foundation Models for Medical Image Segmentation without Real Medical Data—0
SYSTRAN @ WAT 2019: Russian-Japanese News Commentary task—0
TabMT: Generating tabular data with masked transformers—0
TAMIS: Tailored Membership Inference Attacks on Synthetic Data—0
TarDiff: Target-Oriented Diffusion Guidance for Synthetic Electronic Health Record Time Series Generation—0
TARGA: Targeted Synthetic Data Generation for Practical Reasoning over Structured Data—0
Synthetic Data Generation in Low-Resource Settings via Fine-Tuning of Large Language Models—0
The Big Data Myth: Using Diffusion Models for Dataset Generation to Train Deep Detection Models—0
The Canary's Echo: Auditing Privacy Risks of LLM-Generated Synthetic Text—0
The Devil in the Details: Simple and Effective Optical Flow Synthetic Data Generation—0
Theorem Prover as a Judge for Synthetic Data Generation—0
The Prompt is Mightier than the Example—0
The Synthetic Mirror -- Synthetic Data at the Age of Agentic AI—0
The Volctrans Machine Translation System for WMT20—0
Time Series Language Model for Descriptive Caption Generation—0
Towards a framework on tabular synthetic data generation: a minimalist approach: theory, use cases, and limitations—0
Towards Synthetic Multivariate Time Series Generation for Flare Forecasting—0
Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Though—0
Transitioning from Real to Synthetic data: Quantifying the bias in model—0
Trustable and Automated Machine Learning Running with Blockchain and Its Applications—0
TSynD: Targeted Synthetic Data Generation for Enhanced Medical Image Classification—0
Tubular Shape Aware Data Generation for Semantic Segmentation in Medical Imaging—0
TUTOR: Training Neural Networks Using Decision Rules as Model Priors—0
Typhoon T1: An Open Thai Reasoning Model—0
UAV-Sim: NeRF-based Synthetic Data Generation for UAV-based Perception—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