SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 241–250 of 822 papers

TitleStatusHype
Assessing Generative Models for Structured Data—0
Scaling Laws of Synthetic Data for Language Models—0
Neuro-Symbolic Scene Graph Conditioning for Synthetic Image Dataset Generation—0
Project Jenkins: Turning Monkey Neural Data into Robotic Arm Movement, and Back—0
ELTEX: A Framework for Domain-Driven Synthetic Data GenerationCode0
Synthetic Data Generation Using Large Language Models: Advances in Text and Code—0
CyclePose -- Leveraging Cycle-Consistency for Annotation-Free Nuclei Segmentation in Fluorescence MicroscopyCode0
AugGen: Synthetic Augmentation Can Improve Discriminative Models—0
Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks—0
Active Learning Inspired ControlNet Guidance for Augmenting Semantic Segmentation Datasets—0
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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