SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 111–120 of 822 papers

TitleStatusHype
Controllable 3D Generative Adversarial Face Model via Disentangling Shape and AppearanceCode1
RLIP: Relational Language-Image Pre-training for Human-Object Interaction DetectionCode1
Data-Free Knowledge Distillation via Feature Exchange and Activation Region ConstraintCode1
Scrape, Cut, Paste and Learn: Automated Dataset Generation Applied to Parcel LogisticsCode1
Condor: Enhance LLM Alignment with Knowledge-Driven Data Synthesis and RefinementCode1
Segmenting Unseen Industrial Components in a Heavy Clutter Using RGB-D Fusion and Synthetic DataCode1
DeltaPy: A Framework for Tabular Data Augmentation in PythonCode1
SimBEV: A Synthetic Multi-Task Multi-Sensor Driving Data Generation Tool and DatasetCode1
CorGAN: Correlation-Capturing Convolutional Generative Adversarial Networks for Generating Synthetic Healthcare RecordsCode1
CrossLoc: Scalable Aerial Localization Assisted by Multimodal Synthetic 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