SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 111–120 of 822 papers

TitleStatusHype
Neuro-Symbolic Scene Graph Conditioning for Synthetic Image Dataset Generation—0
MarkushGrapher: Joint Visual and Textual Recognition of Markush StructuresCode1
ELTEX: A Framework for Domain-Driven Synthetic Data GenerationCode0
Project Jenkins: Turning Monkey Neural Data into Robotic Arm Movement, and Back—0
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
Local Look-Ahead Guidance via Verifier-in-the-Loop for Automated Theorem Proving—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