SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 626–650 of 822 papers

TitleStatusHype
Judge a Sentence by Its Content to Generate Grammatical Errors—0
Exploring the Limits of Synthetic Creation of Solar EUV Images via Image-to-Image TranslationCode0
TRoVE: Transforming Road Scene Datasets into Photorealistic Virtual EnvironmentsCode1
Analyzing Data-Centric Properties for Graph Contrastive LearningCode0
A Multifaceted Benchmarking of Synthetic Electronic Health Record Generation ModelsCode1
Transfer learning for time series classification using synthetic data generationCode1
Improved α-GAN architecture for generating 3D connected volumes with an application to radiosurgery treatment planning—0
dpart: Differentially Private Autoregressive Tabular, a General Framework for Synthetic Data GenerationCode1
Privacy-Preserving Synthetic Educational Data GenerationCode0
Controlled Data Generation via Insertion Operations for NLU—0
Identification of Binary Neutron Star Mergers in Gravitational-Wave Data Using YOLO One-Shot Object Detection—0
Improving Correlation Capture in Generating Imbalanced Data using Differentially Private Conditional GANs—0
ConvGeN: Convex space learning improves deep-generative oversampling for tabular imbalanced classification on smaller datasetsCode0
Unsupervised Kinematic Motion Detection for Part-segmented 3D Shape CollectionsCode0
Pythae: Unifying Generative Autoencoders in Python -- A Benchmarking Use Case—0
Private Synthetic Data with Hierarchical Structure—0
Empirical Analysis of Noising Scheme based Synthetic Data Generation for Automatic Post-editing—0
A Survey on Deep Learning for Skin Lesion SegmentationCode0
Synthetic Data Generation for Multilingual Domain-Adaptable Question Answering Systems—0
A Kernelised Stein Statistic for Assessing Implicit Generative ModelsCode0
Hands-Up: Leveraging Synthetic Data for Hands-On-Wheel Detection—0
COFS: Controllable Furniture layout Synthesis—0
Noise-Aware Statistical Inference with Differentially Private Synthetic DataCode1
MC-GEN:Multi-level Clustering for Private Synthetic Data GenerationCode0
Adversarial random forests for density estimation and generative modelingCode0
Show:102550
← PrevPage 26 of 33Next →
All datasetsUCI Epileptic Seizure RecognitionUNSW-NB15

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1corGANAUROC0.92—Unverified
2GANAUROC0.87—Unverified
#ModelMetricClaimedVerifiedStatus
1kiNETGANEMD0.07—Unverified
2CTGANEMD0.07—Unverified