SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 226–250 of 822 papers

TitleStatusHype
Cut-and-Splat: Leveraging Gaussian Splatting for Synthetic Data GenerationCode0
Joint Selection: Adaptively Incorporating Public Information for Private Synthetic DataCode0
IR2: Information Regularization for Information RetrievalCode0
Balanced Face Dataset: Guiding StyleGAN to Generate Labeled Synthetic Face Image Dataset for Underrepresented GroupCode0
Iterative Methods for Private Synthetic Data: Unifying Framework and New MethodsCode0
Improving Generalization of Synthetically Trained Sonar Image Descriptors for Underwater Place RecognitionCode0
Creating Artificial Students that Never Existed: Leveraging Large Language Models and CTGANs for Synthetic Data GenerationCode0
Combining Data Generation and Active Learning for Low-Resource Question AnsweringCode0
Scaling While Privacy Preserving: A Comprehensive Synthetic Tabular Data Generation and Evaluation in Learning AnalyticsCode0
Improved Generation of Synthetic Imaging Data Using Feature-Aligned DiffusionCode0
HTR-JAND: Handwritten Text Recognition with Joint Attention Network and Knowledge DistillationCode0
Differentially Private Synthetic Data Generation for Relational DatabasesCode0
Domain-Agnostic Stroke Lesion Segmentation Using Physics-Constrained Synthetic DataCode0
HP-GAN: Probabilistic 3D human motion prediction via GANCode0
Improving text-conditioned latent diffusion for cancer pathologyCode0
GUIDE-VAE: Advancing Data Generation with User Information and Pattern DictionariesCode0
ConvGeN: Convex space learning improves deep-generative oversampling for tabular imbalanced classification on smaller datasetsCode0
Convex space learning for tabular synthetic data generationCode0
DPD-fVAE: Synthetic Data Generation Using Federated Variational Autoencoders With Differentially-Private DecoderCode0
A Multi-Faceted Evaluation Framework for Assessing Synthetic Data Generated by Large Language ModelsCode0
Hide-and-Seek Privacy ChallengeCode0
CONVERSER: Few-Shot Conversational Dense Retrieval with Synthetic Data GenerationCode0
Advancing Post-OCR Correction: A Comparative Study of Synthetic DataCode0
Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation ExtractionCode0
How Good Are Synthetic Requirements ? Evaluating LLM-Generated Datasets for AI4RECode0
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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