SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 561–570 of 822 papers

TitleStatusHype
Building Adaptive Acceptability Classifiers for Neural NLG—0
Building Math Agents with Multi-Turn Iterative Preference Learning—0
CAGE: Probing Causal Relationships in Deep Generative Models—0
CALICO: Conversational Agent Localization via Synthetic Data Generation—0
Can Synthetic Data be Fair and Private? A Comparative Study of Synthetic Data Generation and Fairness Algorithms—0
Case Study: Fine-tuning Small Language Models for Accurate and Private CWE Detection in Python Code—0
Causal-TGAN: Generating Tabular Data Using Causal Generative Adversarial Networks—0
CDCGen: Cross-Domain Conditional Generation via Normalizing Flows and Adversarial Training—0
CEHR-GPT: Generating Electronic Health Records with Chronological Patient Timelines—0
Chain-of-Translation Prompting (CoTR): A Novel Prompting Technique for Low Resource Languages—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