SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 151–160 of 822 papers

TitleStatusHype
DP-MERF: Differentially Private Mean Embeddings with Random Features for Practical Privacy-Preserving Data GenerationCode1
DFNet: Enhance Absolute Pose Regression with Direct Feature MatchingCode1
How Good Are Synthetic Requirements ? Evaluating LLM-Generated Datasets for AI4RECode0
CCUP: A Controllable Synthetic Data Generation Pipeline for Pretraining Cloth-Changing Person Re-Identification ModelsCode0
HP-GAN: Probabilistic 3D human motion prediction via GANCode0
GUIDE-VAE: Advancing Data Generation with User Information and Pattern DictionariesCode0
A Kernelised Stein Statistic for Assessing Implicit Generative ModelsCode0
Hide-and-Seek Privacy ChallengeCode0
HTR-JAND: Handwritten Text Recognition with Joint Attention Network and Knowledge DistillationCode0
A Comprehensive End-to-End Computer Vision Framework for Restoration and Recognition of Low-Quality Engineering DrawingsCode0
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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