SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 171–180 of 822 papers

TitleStatusHype
Gen-n-Val: Agentic Image Data Generation and Validation—0
Beyond the Norm: A Survey of Synthetic Data Generation for Rare Events—0
BEAR: BGP Event Analysis and ReportingCode0
Does Prompt Design Impact Quality of Data Imputation by LLMs?—0
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions—0
Corrigibility as a Singular Target: A Vision for Inherently Reliable Foundation Models—0
IP-Dialog: Evaluating Implicit Personalization in Dialogue Systems with Synthetic Data—0
SMOTE-DP: Improving Privacy-Utility Tradeoff with Synthetic Data—0
Multi-Domain ABSA Conversation Dataset Generation via LLMs for Real-World Evaluation and Model Comparison—0
VietMix: A Naturally Occurring Vietnamese-English Code-Mixed Corpus with Iterative Augmentation for Machine Translation—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