SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 341–350 of 822 papers

TitleStatusHype
Gen-n-Val: Agentic Image Data Generation and Validation—0
GenPalm: Contactless Palmprint Generation with Diffusion Models—0
Active Learning Inspired ControlNet Guidance for Augmenting Semantic Segmentation Datasets—0
Autonomous Crack Detection using Deep Learning on Synthetic Thermogram Datasets—0
Improving Equity in Health Modeling with GPT4-Turbo Generated Synthetic Data: A Comparative Study—0
Industrial Application of 6D Pose Estimation for Robotic Manipulation in Automotive Internal Logistics—0
Fill In The Gaps: Model Calibration and Generalization with Synthetic Data—0
GeoSim: Realistic Video Simulation via Geometry-Aware Composition for Self-Driving—0
Compressing GANs using Knowledge Distillation—0
Fighting Money Laundering with Statistics and Machine Learning—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