SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 11–20 of 822 papers

TitleStatusHype
Spatiotemporal deep learning models for detection of rapid intensification in cyclones—0
Cosmos-Drive-Dreams: Scalable Synthetic Driving Data Generation with World Foundation ModelsCode3
Unlocking the Potential of Large Language Models in the Nuclear Industry with Synthetic Data—0
Private Evolution Converges—0
Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques—0
SOP-Bench: Complex Industrial SOPs for Evaluating LLM Agents—0
SPARQ: Synthetic Problem Generation for Reasoning via Quality-Diversity Algorithms—0
Optimization-Free Universal Watermark Forgery with Regenerative Diffusion ModelsCode0
Synthetic Tabular Data: Methods, Attacks and Defenses—0
Synthetic Dataset Generation for Autonomous Mobile Robots Using 3D Gaussian Splatting for Vision Training—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