SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 191–200 of 822 papers

TitleStatusHype
Leveraging Contrastive Learning for Semantic Segmentation with Consistent Labels Across Varying Appearances—0
Stochastic Model of siRNA Endosomal Escape Mediated by Fusogenic Peptides in OVCAR-3Code0
Improving Equity in Health Modeling with GPT4-Turbo Generated Synthetic Data: A Comparative Study—0
Differentially Private Federated Learning of Diffusion Models for Synthetic Tabular Data Generation—0
Using matrix-product states for time-series machine learningCode1
ResoFilter: Fine-grained Synthetic Data Filtering for Large Language Models through Data-Parameter Resonance AnalysisCode1
High-throughput digital twin framework for predicting neurite deterioration using MetaFormer attention—0
A Systematic Examination of Preference Learning through the Lens of Instruction-Following—0
Synthetic Data Generation for Anomaly Detection on Table GrapesCode0
Auto-Cypher: Improving LLMs on Cypher generation via LLM-supervised generation-verification framework—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