SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 321–330 of 822 papers

TitleStatusHype
On the Problem of Text-To-Speech Model Selection for Synthetic Data Generation in Automatic Speech Recognition—0
Optimizing Synthetic Data for Enhanced Pancreatic Tumor SegmentationCode0
On the Effect of Purely Synthetic Training Data for Different Automatic Speech Recognition Architectures—0
VGGHeads: 3D Multi Head Alignment with a Large-Scale Synthetic DatasetCode2
Flexible Generation of Preference Data for Recommendation AnalysisCode0
Boosting Reward Model with Preference-Conditional Multi-Aspect Synthetic Data Generation—0
Weak-to-Strong Compositional Learning from Generative Models for Language-based Object Detection—0
MSCT: Addressing Time-Varying Confounding with Marginal Structural Causal Transformer for Counterfactual Post-Crash Traffic Prediction—0
Unsupervised and Interpretable Synthesizing for Electrical Time Series Based on Information Maximizing Generative Adversarial Nets—0
LLMs-in-the-loop Part-1: Expert Small AI Models for Bio-Medical Text Translation—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