SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 471–480 of 822 papers

TitleStatusHype
Synthetic Multimodal Question Generation—0
Synthetic News Generation for Fake News Classification—0
Synthetic Point Cloud Generation for Class Segmentation Applications—0
Synthetic Tabular Data: Methods, Attacks and Defenses—0
On the Problem of Text-To-Speech Model Selection for Synthetic Data Generation in Automatic Speech Recognition—0
SynthFM: Training Modality-agnostic Foundation Models for Medical Image Segmentation without Real Medical Data—0
SYSTRAN @ WAT 2019: Russian-Japanese News Commentary task—0
TabMT: Generating tabular data with masked transformers—0
TAMIS: Tailored Membership Inference Attacks on Synthetic Data—0
TarDiff: Target-Oriented Diffusion Guidance for Synthetic Electronic Health Record Time Series Generation—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