SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 581–590 of 822 papers

TitleStatusHype
CoFinDiff: Controllable Financial Diffusion Model for Time Series Generation—0
COFS: Controllable Furniture layout Synthesis—0
Coincidental Generation—0
Composable Generative Models—0
Comprehensive Exploration of Synthetic Data Generation: A Survey—0
Compressing GANs using Knowledge Distillation—0
Conciseness: An Overlooked Language Task—0
Conditional Synthetic Data Generation for Robust Machine Learning Applications with Limited Pandemic Data—0
Conditional Synthetic Data Generation for Personal Thermal Comfort Models—0
CONSULT: Contrastive Self-Supervised Learning for Few-shot Tumor Detection—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