SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 651–660 of 822 papers

TitleStatusHype
3D Segmentation of Humans in Point Clouds with Synthetic Data—0
Differentially-Private Data Synthetisation for Efficient Re-Identification Risk ControlCode0
Generating Realistic Synthetic Relational Data through Graph Variational Autoencoders—0
Learning deep abdominal CT registration through adaptive loss weighting and synthetic data generationCode0
BJTU-WeChat's Systems for the WMT22 Chat Translation Task—0
Combining Data Generation and Active Learning for Low-Resource Question AnsweringCode0
Chart-RCNN: Efficient Line Chart Data Extraction from Camera Images—0
Utility Assessment of Synthetic Data Generation MethodsCode0
Robustness Analysis of Deep Learning Models for Population Synthesis—0
DPD-fVAE: Synthetic Data Generation Using Federated Variational Autoencoders With Differentially-Private DecoderCode0
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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