SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 311–320 of 822 papers

TitleStatusHype
Value Alignment from Unstructured Text—0
Generating Data with Text-to-Speech and Large-Language Models for Conversational Speech RecognitionCode0
Faster Private Minimum Spanning Trees—0
NFDI4Health workflow and service for synthetic data generation, assessment and risk management—0
HARMONIC: Harnessing LLMs for Tabular Data Synthesis and Privacy Protection—0
Winning Amazon KDD Cup'24—0
Advancing Post-OCR Correction: A Comparative Study of Synthetic DataCode0
VidModEx: Interpretable and Efficient Black Box Model Extraction for High-Dimensional SpacesCode0
ABC Align: Large Language Model Alignment for Safety & Accuracy—0
Algorithms for Collaborative Machine Learning under Statistical Heterogeneity—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