SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 461–470 of 822 papers

TitleStatusHype
SimGen: Simulator-conditioned Driving Scene Generation—0
DiffInject: Revisiting Debias via Synthetic Data Generation using Diffusion-based Style Injection—0
SecureNet: A Comparative Study of DeBERTa and Large Language Models for Phishing Detection—0
Curating Grounded Synthetic Data with Global Perspectives for Equitable AI—0
CTSyn: A Foundational Model for Cross Tabular Data Generation—0
Enhancing human action recognition with GAN-based data augmentationCode0
Enhancing Indoor Temperature Forecasting through Synthetic Data in Low-Data Environments—0
Tiny models from tiny data: Textual and null-text inversion for few-shot distillationCode0
ChatLang-8: An LLM-Based Synthetic Data Generation Framework for Grammatical Error Correction—0
Synthetic Oversampling: Theory and A Practical Approach Using LLMs to Address Data ImbalanceCode0
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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