SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 331–340 of 822 papers

TitleStatusHype
MALT: Improving Reasoning with Multi-Agent LLM Training—0
Energy-Based Modelling for Discrete and Mixed Data via Heat Equations on Structured Spaces—0
Well log data generation and imputation using sequence-based generative adversarial networks—0
Needle: A Generative AI-Powered Multi-modal Database for Answering Complex Natural Language Queries—0
Enhancing Amyloid PET Quantification: MRI-Guided Super-Resolution Using Latent Diffusion ModelsCode0
LiDAR-EDIT: LiDAR Data Generation by Editing the Object Layouts in Real-World Scenes—0
MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification—0
Enhancing Document AI Data Generation Through Graph-Based Synthetic Layouts—0
Synthetic Data Generation with LLM for Improved Depression Prediction—0
AnySynth: Harnessing the Power of Image Synthetic Data Generation for Generalized Vision-Language Tasks—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