SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 21–30 of 822 papers

TitleStatusHype
Improved Multi-Task Brain Tumour Segmentation with Synthetic Data AugmentationCode2
Efficient LLM Scheduling by Learning to RankCode2
VGGHeads: 3D Multi Head Alignment with a Large-Scale Synthetic DatasetCode2
UniGen: A Unified Framework for Textual Dataset Generation Using Large Language ModelsCode2
SynRS3D: A Synthetic Dataset for Global 3D Semantic Understanding from Monocular Remote Sensing ImageryCode2
A Synthetic Dataset for Personal Attribute InferenceCode2
End-to-End Full-Page Optical Music Recognition for Pianoform Sheet MusicCode2
Pedagogical Alignment of Large Language ModelsCode2
UAVD4L: A Large-Scale Dataset for UAV 6-DoF LocalizationCode2
Predict, Refine, Synthesize: Self-Guiding Diffusion Models for Probabilistic Time Series ForecastingCode2
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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