SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 351–375 of 822 papers

TitleStatusHype
Nemotron-4 340B Technical ReportCode4
GenMM: Geometrically and Temporally Consistent Multimodal Data Generation for Video and LiDAR—0
RoboPoint: A Vision-Language Model for Spatial Affordance Prediction for Robotics—0
MALLM-GAN: Multi-Agent Large Language Model as Generative Adversarial Network for Synthesizing Tabular Data—0
On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey—0
Benchmarking Generative Models on Computational Thinking Tests in Elementary Visual Programming—0
SimGen: Simulator-conditioned Driving Scene Generation—0
A Synthetic Dataset for Personal Attribute InferenceCode2
Curating Grounded Synthetic Data with Global Perspectives for Equitable AI—0
SecureNet: A Comparative Study of DeBERTa and Large Language Models for Phishing Detection—0
DiffInject: Revisiting Debias via Synthetic Data Generation using Diffusion-based Style Injection—0
Enhancing human action recognition with GAN-based data augmentationCode0
CTSyn: A Foundational Model for Cross Tabular Data Generation—0
Enhancing Indoor Temperature Forecasting through Synthetic Data in Low-Data Environments—0
Synthetic Oversampling: Theory and A Practical Approach Using LLMs to Address Data ImbalanceCode0
Tiny models from tiny data: Textual and null-text inversion for few-shot distillationCode0
ChatLang-8: An LLM-Based Synthetic Data Generation Framework for Grammatical Error Correction—0
Synthetic Data Outliers: Navigating Identity Disclosure—0
Enhancing Clinical Documentation with Synthetic Data: Leveraging Generative Models for Improved Accuracy—0
Synthetic Data Generation for 3D Myocardium Deformation AnalysisCode0
GenPalm: Contactless Palmprint Generation with Diffusion Models—0
Masked Language Modeling Becomes Conditional Density Estimation for Tabular Data Synthesis—0
MegActor: Harness the Power of Raw Video for Vivid Portrait AnimationCode4
Leveraging Open-Source Large Language Models for encoding Social Determinants of Health using an Intelligent Router—0
Differentially Private Synthetic Data Generation for Relational DatabasesCode0
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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