SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 431–440 of 822 papers

TitleStatusHype
Synthesize-on-Graph: Knowledgeable Synthetic Data Generation for Continue Pre-training of Large Language Models—0
Synthesizing Mixed-type Electronic Health Records using Diffusion Models—0
Synthetica: Large Scale Synthetic Data for Robot Perception—0
Synthetically Generating Human-like Data for Sequential Decision Making Tasks via Reward-Shaped Imitation Learning—0
Synthetically Supervised Feature Learning for Scene Text Recognition—0
Synthetic Code Surgery: Repairing Bugs and Vulnerabilities with LLMs and Synthetic Data—0
Synthetic Data and Hierarchical Object Detection in Overhead Imagery—0
Synthetic data augmentation for robotic mobility aids to support blind and low vision people—0
Synthetic data enables faster annotation and robust segmentation for multi-object grasping in clutter—0
Synthetic Data for Blood Vessel Network Extraction—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