SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 211–220 of 822 papers

TitleStatusHype
Improving text-conditioned latent diffusion for cancer pathologyCode0
Data Augmentation with Variational Autoencoder for Imbalanced DatasetCode0
HP-GAN: Probabilistic 3D human motion prediction via GANCode0
CyclePose -- Leveraging Cycle-Consistency for Annotation-Free Nuclei Segmentation in Fluorescence MicroscopyCode0
Analyzing Data-Centric Properties for Graph Contrastive LearningCode0
HTR-JAND: Handwritten Text Recognition with Joint Attention Network and Knowledge DistillationCode0
Cut-and-Splat: Leveraging Gaussian Splatting for Synthetic Data GenerationCode0
GUIDE-VAE: Advancing Data Generation with User Information and Pattern DictionariesCode0
Hide-and-Seek Privacy ChallengeCode0
Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation ExtractionCode0
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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