SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 771–780 of 822 papers

TitleStatusHype
A Method for Handling Multi-class Imbalanced Data by Geometry based Information Sampling and Class Prioritized Synthetic Data Generation (GICaPS)—0
Tubular Shape Aware Data Generation for Semantic Segmentation in Medical Imaging—0
WeChat Neural Machine Translation Systems for WMT20—0
Accurate and Intuitive Contextual Explanations using Linear Model Trees—0
Sanitizing Synthetic Training Data Generation for Question Answering over Knowledge Graphs—0
Meta-Sim2: Unsupervised Learning of Scene Structure for Synthetic Data Generation—0
AutoSimulate: (Quickly) Learning Synthetic Data Generation—0
Hide-and-Seek Privacy ChallengeCode0
A Comparative Study of Synthetic Data Generation Methods for Grammatical Error Correction—0
Unnatural Language Processing: Bridging the Gap Between Synthetic and Natural Language DataCode0
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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