SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 26–50 of 822 papers

TitleStatusHype
Structural Entropy Guided Agent for Detecting and Repairing Knowledge Deficiencies in LLMsCode2
SDialog: A Python Toolkit for Synthetic Dialogue Generation and AnalysisCode2
SVAD: From Single Image to 3D Avatar via Synthetic Data Generation with Video Diffusion and Data AugmentationCode2
Pedagogical Alignment of Large Language ModelsCode2
End-to-End Full-Page Optical Music Recognition for Pianoform Sheet MusicCode2
Towards Realistic Generative 3D Face ModelsCode2
Mellow: a small audio language model for reasoningCode2
BEDLAM: A Synthetic Dataset of Bodies Exhibiting Detailed Lifelike Animated MotionCode2
Benchmarking Synthetic Tabular Data: A Multi-Dimensional Evaluation FrameworkCode2
Improved Multi-Task Brain Tumour Segmentation with Synthetic Data AugmentationCode2
A Synthetic Dataset for Personal Attribute InferenceCode2
Improving 2D Human Pose Estimation in Rare Camera Views with Synthetic DataCode2
InPars Toolkit: A Unified and Reproducible Synthetic Data Generation Pipeline for Neural Information RetrievalCode2
EC-GAN: Low-Sample Classification using Semi-Supervised Algorithms and GANsCode1
AIM-Fair: Advancing Algorithmic Fairness via Selectively Fine-Tuning Biased Models with Contextual Synthetic DataCode1
EEG Synthetic Data Generation Using Probabilistic Diffusion ModelsCode1
dpmm: Differentially Private Marginal Models, a Library for Synthetic Tabular Data GenerationCode1
dpart: Differentially Private Autoregressive Tabular, a General Framework for Synthetic Data GenerationCode1
DuoGuard: A Two-Player RL-Driven Framework for Multilingual LLM GuardrailsCode1
Diffusion-based Conditional ECG Generation with Structured State Space ModelsCode1
Differentially Private Synthetic Medical Data Generation using Convolutional GANsCode1
Diffusion-HPC: Synthetic Data Generation for Human Mesh Recovery in Challenging DomainsCode1
Delving into High-Quality Synthetic Face Occlusion Segmentation DatasetsCode1
DFNet: Enhance Absolute Pose Regression with Direct Feature MatchingCode1
DeepNAG: Deep Non-Adversarial Gesture 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