SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 771–780 of 822 papers

TitleStatusHype
Adversarial random forests for density estimation and generative modelingCode0
Aligning Actions and Walking to LLM-Generated Textual DescriptionsCode0
Synthetic Data Generation with Large Language Models for Personalized Community Question AnsweringCode0
Comparative study of models trained on synthetic data for Ukrainian grammatical error correctionCode0
VidModEx: Interpretable and Efficient Black Box Model Extraction for High-Dimensional SpacesCode0
Comparative Study of Differentially Private Synthetic Data Algorithms from the NIST PSCR Differential Privacy Synthetic Data ChallengeCode0
A Self-supervised Learning System for Object Detection using Physics Simulation and Multi-view Pose EstimationCode0
Online Data Augmentation for Forecasting with Deep LearningCode0
Learning deep abdominal CT registration through adaptive loss weighting and synthetic data generationCode0
Optimization-Free Universal Watermark Forgery with Regenerative Diffusion ModelsCode0
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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