SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 511–520 of 822 papers

TitleStatusHype
Advancing fNIRS Neuroimaging through Synthetic Data Generation and Machine Learning Applications—0
Advancing Retail Data Science: Comprehensive Evaluation of Synthetic Data—0
Advancing Semantic Caching for LLMs with Domain-Specific Embeddings and Synthetic Data—0
Advancing the Understanding of Fine-Grained 3D Forest Structures using Digital Cousins and Simulation-to-Reality: Methods and Datasets—0
AI-Generated Fall Data: Assessing LLMs and Diffusion Model for Wearable Fall Detection—0
Align Your Gaussians: Text-to-4D with Dynamic 3D Gaussians and Composed Diffusion Models—0
Alleviating Distribution Shift in Synthetic Data for Machine Translation Quality Estimation—0
ALMA: Alignment with Minimal Annotation—0
A Method for Handling Multi-class Imbalanced Data by Geometry based Information Sampling and Class Prioritized Synthetic Data Generation (GICaPS)—0
A Modified CTGAN-Plus-Features Based Method for Optimal Asset Allocation—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