SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 581–590 of 822 papers

TitleStatusHype
Robust Synthetic Data-Driven Detection of Living-Off-the-Land Reverse Shells—0
LLM4GRN: Discovering Causal Gene Regulatory Networks with LLMs -- Evaluation through Synthetic Data Generation—0
LLM-based Code-Switched Text Generation for Grammatical Error Correction—0
LLM for Barcodes: Generating Diverse Synthetic Data for Identity Documents—0
LLMs-in-the-loop Part-1: Expert Small AI Models for Bio-Medical Text Translation—0
Local Look-Ahead Guidance via Verifier-in-the-Loop for Automated Theorem Proving—0
Log-Gaussian Gamma Processes for Training Bayesian Neural Networks in Raman and CARS Spectroscopies—0
Logical Reasoning for Task Oriented Dialogue Systems—0
Machine Learning for Synthetic Data Generation: A Review—0
MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification—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