SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 181–190 of 822 papers

TitleStatusHype
Can Synthetic Data be Fair and Private? A Comparative Study of Synthetic Data Generation and Fairness Algorithms—0
Time Series Language Model for Descriptive Caption Generation—0
Creating Artificial Students that Never Existed: Leveraging Large Language Models and CTGANs for Synthetic Data GenerationCode0
SafeSynthDP: Leveraging Large Language Models for Privacy-Preserving Synthetic Data Generation Using Differential Privacy—0
OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task SynthesisCode3
TARGA: Targeted Synthetic Data Generation for Practical Reasoning over Structured Data—0
Mask Factory: Towards High-quality Synthetic Data Generation for Dichotomous Image Segmentation—0
HTR-JAND: Handwritten Text Recognition with Joint Attention Network and Knowledge DistillationCode0
Generating Traffic Scenarios via In-Context Learning to Learn Better Motion PlannerCode1
Leveraging Contrastive Learning for Semantic Segmentation with Consistent Labels Across Varying Appearances—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