SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 621–630 of 822 papers

TitleStatusHype
Differentially Private Synthetic Data Using KD-Trees—0
Differentially Private Synthetic High-dimensional Tabular Stream—0
Differential Privacy Under Class Imbalance: Methods and Empirical Insights—0
DiffInject: Revisiting Debias via Synthetic Data Generation using Diffusion-based Style Injection—0
DiffLM: Controllable Synthetic Data Generation via Diffusion Language Models—0
DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining—0
Diffusion Models for Tabular Data Imputation and Synthetic Data Generation—0
DocIE@XLLM25: In-Context Learning for Information Extraction using Fully Synthetic Demonstrations—0
DOCTOR: A Multi-Disease Detection Continual Learning Framework Based on Wearable Medical Sensors—0
Does Differentially Private Synthetic Data Lead to Synthetic Discoveries?—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