SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 61–70 of 822 papers

TitleStatusHype
Enhanced Sound Event Localization and Detection in Real 360-degree audio-visual soundscapesCode1
GLiNER-BioMed: A Suite of Efficient Models for Open Biomedical Named Entity RecognitionCode1
FactCG: Enhancing Fact Checkers with Graph-Based Multi-Hop DataCode1
Generalizing electrocardiogram delineation -- Training convolutional neural networks with synthetic data augmentationCode1
Improved Training of Wasserstein GANsCode1
An evaluation framework for synthetic data generation modelsCode1
BhasaAnuvaad: A Speech Translation Dataset for 13 Indian LanguagesCode1
DuoGuard: A Two-Player RL-Driven Framework for Multilingual LLM GuardrailsCode1
dpart: Differentially Private Autoregressive Tabular, a General Framework for Synthetic Data GenerationCode1
Black-Box Attacks on Sequential Recommenders via Data-Free Model ExtractionCode1
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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