SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 181–190 of 822 papers

TitleStatusHype
Does Synthetic Data Make Large Language Models More Efficient?—0
BJTU-WeChat's Systems for the WMT22 Chat Translation Task—0
AnySynth: Harnessing the Power of Image Synthetic Data Generation for Generalized Vision-Language Tasks—0
Advancing the Understanding of Fine-Grained 3D Forest Structures using Digital Cousins and Simulation-to-Reality: Methods and Datasets—0
HARMONIC: Harnessing LLMs for Tabular Data Synthesis and Privacy Protection—0
Domain Generalization via Ensemble Stacking for Face Presentation Attack Detection—0
Beyond the Norm: A Survey of Synthetic Data Generation for Rare Events—0
An Overview of Facial Micro-Expression Analysis: Data, Methodology and Challenge—0
DOCTOR: A Multi-Disease Detection Continual Learning Framework Based on Wearable Medical Sensors—0
Beyond Data Scarcity: A Frequency-Driven Framework for Zero-Shot Forecasting—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