SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 791–800 of 822 papers

TitleStatusHype
Trustable and Automated Machine Learning Running with Blockchain and Its Applications—0
Supervised Symbolic Music Style Translation Using Synthetic DataCode0
Generalizing Back-Translation in Neural Machine Translation—0
Synthetic QA Corpora Generation with Roundtrip ConsistencyCode2
PATE-GAN: Generating Synthetic Data with Differential Privacy GuaranteesCode0
Synthetic Data Generation and Adaption for Object Detection in Smart Vending Machines—0
Small Target Detection for Search and Rescue Operations using Distributed Deep Learning and Synthetic Data Generation—0
Learning to Generate Synthetic Data via Compositing—0
COCO_TS Dataset: Pixel-level Annotations Based on Weak Supervision for Scene Text Segmentation—0
DepthwiseGANs: Fast Training Generative Adversarial Networks for Realistic Image Synthesis—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