SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 751–760 of 822 papers

TitleStatusHype
License Plate Images Generation with Diffusion Models—0
Lightweight Safety Guardrails via Synthetic Data and RL-guided Adversarial Training—0
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
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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