SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 201–210 of 822 papers

TitleStatusHype
Data-driven modeling of time-domain induced polarizationCode0
HP-GAN: Probabilistic 3D human motion prediction via GANCode0
Beyond Sample-Level Feedback: Using Reference-Level Feedback to Guide Data SynthesisCode0
Little Giants: Synthesizing High-Quality Embedding Data at ScaleCode0
Hide-and-Seek Privacy ChallengeCode0
Detect, Distill and Update: Detect, Distill and Update: Learned DB Systems Facing Out of Distribution DataCode0
Bayesian Data Augmentation and Training for Perception DNN in Autonomous Aerial VehiclesCode0
How Good Are Synthetic Requirements ? Evaluating LLM-Generated Datasets for AI4RECode0
HTR-JAND: Handwritten Text Recognition with Joint Attention Network and Knowledge DistillationCode0
Data Augmentation with Variational Autoencoder for Imbalanced DatasetCode0
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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