SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 301–325 of 822 papers

TitleStatusHype
How Good Are Synthetic Requirements ? Evaluating LLM-Generated Datasets for AI4RECode0
Child Face Recognition at Scale: Synthetic Data Generation and Performance BenchmarkCode0
HP-GAN: Probabilistic 3D human motion prediction via GANCode0
VidModEx: Interpretable and Efficient Black Box Model Extraction for High-Dimensional SpacesCode0
Enhancing Amyloid PET Quantification: MRI-Guided Super-Resolution Using Latent Diffusion ModelsCode0
Perturbation-Assisted Sample Synthesis: A Novel Approach for Uncertainty QuantificationCode0
Hide-and-Seek Privacy ChallengeCode0
HTR-JAND: Handwritten Text Recognition with Joint Attention Network and Knowledge DistillationCode0
Conditioning on Time is All You Need for Synthetic Survival Data GenerationCode0
GEC-DePenD: Non-Autoregressive Grammatical Error Correction with Decoupled Permutation and DecodingCode0
Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation ExtractionCode0
Aligning Actions and Walking to LLM-Generated Textual DescriptionsCode0
GUIDE-VAE: Advancing Data Generation with User Information and Pattern DictionariesCode0
Improved Generation of Synthetic Imaging Data Using Feature-Aligned DiffusionCode0
Content Disentanglement for Semantically Consistent Synthetic-to-Real Domain AdaptationCode0
Generating Data with Text-to-Speech and Large-Language Models for Conversational Speech RecognitionCode0
End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering SystemsCode0
GenSyn: A Multi-stage Framework for Generating Synthetic Microdata using Macro Data SourcesCode0
A Semi-Synthetic Dataset Generation Framework for Causal Inference in Recommender SystemsCode0
Flexible Generation of Preference Data for Recommendation AnalysisCode0
A Self-supervised Learning System for Object Detection using Physics Simulation and Multi-view Pose EstimationCode0
ELTEX: A Framework for Domain-Driven Synthetic Data GenerationCode0
Give me Some Hard Questions: Synthetic Data Generation for Clinical QACode0
MC-GEN:Multi-level Clustering for Private Synthetic Data GenerationCode0
SurvTimeSurvival: Survival Analysis On The Patient With Multiple Visits/RecordsCode0
Show:102550
← PrevPage 13 of 33Next →
All datasetsUCI Epileptic Seizure RecognitionUNSW-NB15

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1corGANAUROC0.92—Unverified
2GANAUROC0.87—Unverified
#ModelMetricClaimedVerifiedStatus
1kiNETGANEMD0.07—Unverified
2CTGANEMD0.07—Unverified