SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 151–175 of 822 papers

TitleStatusHype
dpart: Differentially Private Autoregressive Tabular, a General Framework for Synthetic Data GenerationCode1
DuoGuard: A Two-Player RL-Driven Framework for Multilingual LLM GuardrailsCode1
CCUP: A Controllable Synthetic Data Generation Pipeline for Pretraining Cloth-Changing Person Re-Identification ModelsCode0
Joint Selection: Adaptively Incorporating Public Information for Private Synthetic DataCode0
A Kernelised Stein Statistic for Assessing Implicit Generative ModelsCode0
A Comprehensive End-to-End Computer Vision Framework for Restoration and Recognition of Low-Quality Engineering DrawingsCode0
IR2: Information Regularization for Information RetrievalCode0
Improving text-conditioned latent diffusion for cancer pathologyCode0
Iterative Methods for Private Synthetic Data: Unifying Framework and New MethodsCode0
Burst Denoising with Kernel Prediction NetworksCode0
CraftRTL: High-quality Synthetic Data Generation for Verilog Code Models with Correct-by-Construction Non-Textual Representations and Targeted Code RepairCode0
AraSpot: Arabic Spoken Command SpottingCode0
Improving Generalization of Synthetically Trained Sonar Image Descriptors for Underwater Place RecognitionCode0
HP-GAN: Probabilistic 3D human motion prediction via GANCode0
Bridging the Generalisation Gap: Synthetic Data Generation for Multi-Site Clinical Model ValidationCode0
HTR-JAND: Handwritten Text Recognition with Joint Attention Network and Knowledge DistillationCode0
Brain Tumor Synthetic Data Generation with Adaptive StyleGANsCode0
A Generic Deep Architecture for Single Image Reflection Removal and Image SmoothingCode0
How Good Are Synthetic Requirements ? Evaluating LLM-Generated Datasets for AI4RECode0
Improved Generation of Synthetic Imaging Data Using Feature-Aligned DiffusionCode0
Combining Data Generation and Active Learning for Low-Resource Question AnsweringCode0
Little Giants: Synthesizing High-Quality Embedding Data at ScaleCode0
Boundless: Generating Photorealistic Synthetic Data for Object Detection in Urban StreetscapesCode0
Advancing Uto-Aztecan Language Technologies: A Case Study on the Endangered Comanche LanguageCode0
Boosting Data Analytics With Synthetic Volume ExpansionCode0
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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