SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 371–380 of 822 papers

TitleStatusHype
Differentially Private Federated Learning of Diffusion Models for Synthetic Tabular Data Generation—0
BJTU-WeChat's Systems for the WMT22 Chat Translation Task—0
AnySynth: Harnessing the Power of Image Synthetic Data Generation for Generalized Vision-Language Tasks—0
Detecting Independent Pronoun Bias with Partially-Synthetic Data Generation—0
Detecting Anomalous Invoice Line Items in the Legal Case Lifecycle—0
Advancing the Understanding of Fine-Grained 3D Forest Structures using Digital Cousins and Simulation-to-Reality: Methods and Datasets—0
Accurate and Intuitive Contextual Explanations using Linear Model Trees—0
Dessie: Disentanglement for Articulated 3D Horse Shape and Pose Estimation from Images—0
Beyond the Norm: A Survey of Synthetic Data Generation for Rare Events—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