SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 391–400 of 822 papers

TitleStatusHype
Interrogating Paradigms in Self-supervised Graph Representation Learning—0
Interpretable Solutions for Breast Cancer Diagnosis with Grammatical Evolution and Data Augmentation—0
Interpretable classification of wiki-review streams—0
Integrating Unsupervised Data Generation into Self-Supervised Neural Machine Translation for Low-Resource Languages—0
Deep Metric Learning-Based Out-of-Distribution Detection with Synthetic Outlier Exposure—0
Instruction Data Generation and Unsupervised Adaptation for Speech Language Models—0
Deep learning based on Transformer architecture for power system short-term voltage stability assessment with class imbalance—0
Is API Access to LLMs Useful for Generating Private Synthetic Tabular Data?—0
Inference With Combining Rules From Multiple Differentially Private Synthetic Datasets—0
Industrial Application of 6D Pose Estimation for Robotic Manipulation in Automotive Internal Logistics—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