SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 301–325 of 822 papers

TitleStatusHype
License Plate Images Generation with Diffusion Models—0
Time Series Language Model for Descriptive Caption Generation—0
Can Synthetic Data be Fair and Private? A Comparative Study of Synthetic Data Generation and Fairness Algorithms—0
Creating Artificial Students that Never Existed: Leveraging Large Language Models and CTGANs for Synthetic Data GenerationCode0
SafeSynthDP: Leveraging Large Language Models for Privacy-Preserving Synthetic Data Generation Using Differential Privacy—0
TARGA: Targeted Synthetic Data Generation for Practical Reasoning over Structured Data—0
Mask Factory: Towards High-quality Synthetic Data Generation for Dichotomous Image Segmentation—0
HTR-JAND: Handwritten Text Recognition with Joint Attention Network and Knowledge DistillationCode0
Leveraging Contrastive Learning for Semantic Segmentation with Consistent Labels Across Varying Appearances—0
Autonomous Crack Detection using Deep Learning on Synthetic Thermogram Datasets—0
Differentially Private Federated Learning of Diffusion Models for Synthetic Tabular Data Generation—0
Stochastic Model of siRNA Endosomal Escape Mediated by Fusogenic Peptides in OVCAR-3Code0
Improving Equity in Health Modeling with GPT4-Turbo Generated Synthetic Data: A Comparative Study—0
High-throughput digital twin framework for predicting neurite deterioration using MetaFormer attention—0
A Systematic Examination of Preference Learning through the Lens of Instruction-Following—0
Auto-Cypher: Improving LLMs on Cypher generation via LLM-supervised generation-verification framework—0
Synthetic Data Generation for Anomaly Detection on Table GrapesCode0
RoundTripOCR: A Data Generation Technique for Enhancing Post-OCR Error Correction in Low-Resource Devanagari LanguagesCode0
Generative Zoo—0
Bayesian Data Augmentation and Training for Perception DNN in Autonomous Aerial VehiclesCode0
Improving text-conditioned latent diffusion for cancer pathologyCode0
Data Augmentation with Variational Autoencoder for Imbalanced DatasetCode0
CALICO: Conversational Agent Localization via Synthetic Data Generation—0
A text-to-tabular approach to generate synthetic patient data using LLMsCode0
Give me Some Hard Questions: Synthetic Data Generation for Clinical QACode0
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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