SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 141–150 of 822 papers

TitleStatusHype
Differentially Private Synthetic Medical Data Generation using Convolutional GANsCode1
EEG Synthetic Data Generation Using Probabilistic Diffusion ModelsCode1
GenerateCT: Text-Conditional Generation of 3D Chest CT VolumesCode1
Copula-based synthetic data augmentation for machine-learning emulatorsCode1
BLEUBERI: BLEU is a surprisingly effective reward for instruction followingCode1
Generating Synthetic Handwritten Historical Documents With OCR Constrained GANsCode1
MEDIBENG WHISPER TINY: A FINE-TUNED CODE-SWITCHED BENGALI-ENGLISH TRANSLATOR FOR CLINICAL APPLICATIONSCode1
GeoPointGAN: Synthetic Spatial Data with Local Label Differential PrivacyCode1
Scrape, Cut, Paste and Learn: Automated Dataset Generation Applied to Parcel LogisticsCode1
Will we run out of data? Limits of LLM scaling based on human-generated dataCode1
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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