SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 271–280 of 822 papers

TitleStatusHype
Generating Faithful Synthetic Data with Large Language Models: A Case Study in Computational Social Science—0
CryoCCD: Conditional Cycle-consistent Diffusion with Biophysical Modeling for Cryo-EM Synthesis—0
AutoSimulate: (Quickly) Learning Synthetic Data Generation—0
Autonomous Crack Detection using Deep Learning on Synthetic Thermogram Datasets—0
Private Evolution Converges—0
CORTEX-AVD: A Framework for CORner Case Testing and EXploration in Autonomous Vehicle Development—0
Corrigibility as a Singular Target: A Vision for Inherently Reliable Foundation Models—0
Automatic Prompt Optimization Techniques: Exploring the Potential for Synthetic Data Generation—0
Copula Flows for Synthetic Data Generation—0
Automatic generation of realistic training data for learning parallel-jaw grasping from synthetic stereo images—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