SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 131–140 of 822 papers

TitleStatusHype
DFNet: Enhance Absolute Pose Regression with Direct Feature MatchingCode1
Diffusion-based Conditional ECG Generation with Structured State Space ModelsCode1
DeepNAG: Deep Non-Adversarial Gesture GenerationCode1
dpart: Differentially Private Autoregressive Tabular, a General Framework for Synthetic Data GenerationCode1
A Comprehensive Survey of Synthetic Tabular Data GenerationCode1
DeltaPy: A Framework for Tabular Data Augmentation in PythonCode1
CLIPPER: Compression enables long-context synthetic data generationCode1
Enhanced Sound Event Localization and Detection in Real 360-degree audio-visual soundscapesCode1
Exploring Transformer Text Generation for Medical Dataset AugmentationCode1
DP-MERF: Differentially Private Mean Embeddings with Random Features for Practical Privacy-Preserving Data GenerationCode1
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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