SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 421–430 of 822 papers

TitleStatusHype
Enhancement of 3D Camera Synthetic Training Data with Noise Models—0
IR2: Information Regularization for Information RetrievalCode0
API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMsCode1
Protect and Extend -- Using GANs for Synthetic Data Generation of Time-Series Medical Records—0
Synthetic location trajectory generation using categorical diffusion modelsCode0
Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation ExtractionCode0
Efficient Generative Modeling via Penalized Optimal Transport Network—0
DataDreamer: A Tool for Synthetic Data Generation and Reproducible LLM WorkflowsCode5
Online Differentially Private Synthetic Data Generation—0
Descanning: From Scanned to the Original Images with a Color Correction Diffusion Model—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