SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 31–40 of 822 papers

TitleStatusHype
Benchmarking Synthetic Tabular Data: A Multi-Dimensional Evaluation FrameworkCode2
Improved Multi-Task Brain Tumour Segmentation with Synthetic Data AugmentationCode2
Efficient LLM Scheduling by Learning to RankCode2
A Synthetic Dataset for Personal Attribute InferenceCode2
DigiFace-1M: 1 Million Digital Face Images for Face RecognitionCode2
BEDLAM: A Synthetic Dataset of Bodies Exhibiting Detailed Lifelike Animated MotionCode2
SDialog: A Python Toolkit for Synthetic Dialogue Generation and AnalysisCode2
Improving 2D Human Pose Estimation in Rare Camera Views with Synthetic DataCode2
Delving into High-Quality Synthetic Face Occlusion Segmentation DatasetsCode1
AIM-Fair: Advancing Algorithmic Fairness via Selectively Fine-Tuning Biased Models with Contextual Synthetic DataCode1
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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