SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 551–560 of 822 papers

TitleStatusHype
BARE: Leveraging Base Language Models for Few-Shot Synthetic Data Generation—0
BELLA: Black box model Explanations by Local Linear Approximations—0
Benchmarking Generative Models on Computational Thinking Tests in Elementary Visual Programming—0
Beyond Data Scarcity: A Frequency-Driven Framework for Zero-Shot Forecasting—0
Beyond the Norm: A Survey of Synthetic Data Generation for Rare Events—0
BJTU-WeChat's Systems for the WMT22 Chat Translation Task—0
Boosting Reward Model with Preference-Conditional Multi-Aspect Synthetic Data Generation—0
Brain Tumor Recurrence vs. Radiation Necrosis Classification and Patient Survivability Prediction—0
Bridging the Linguistic Divide: A Survey on Leveraging Large Language Models for Machine Translation—0
Bt-GAN: Generating Fair Synthetic Healthdata via Bias-transforming Generative Adversarial Networks—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