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
Inference With Combining Rules From Multiple Differentially Private Synthetic Datasets—0
Instruction Data Generation and Unsupervised Adaptation for Speech Language Models—0
Integrating Unsupervised Data Generation into Self-Supervised Neural Machine Translation for Low-Resource Languages—0
Interpretable classification of wiki-review streams—0
Interpretable Solutions for Breast Cancer Diagnosis with Grammatical Evolution and Data Augmentation—0
Interrogating Paradigms in Self-supervised Graph Representation Learning—0
IP-Dialog: Evaluating Implicit Personalization in Dialogue Systems with Synthetic Data—0
IRG: Generating Synthetic Relational Databases using Deep Learning with Insightful Relational Understanding—0
Is API Access to LLMs Useful for Generating Private Synthetic Tabular Data?—0
Joint Distributional Learning via Cramer-Wold Distance—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