SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 151–200 of 822 papers

TitleStatusHype
Synthetic Data-based Detection of Zebras in Drone ImageryCode1
EPIC: Effective Prompting for Imbalanced-Class Data Synthesis in Tabular Data Classification via Large Language ModelsCode1
Optimization-Free Universal Watermark Forgery with Regenerative Diffusion ModelsCode0
CCUP: A Controllable Synthetic Data Generation Pipeline for Pretraining Cloth-Changing Person Re-Identification ModelsCode0
Optimizing Synthetic Data for Enhanced Pancreatic Tumor SegmentationCode0
A Kernelised Stein Statistic for Assessing Implicit Generative ModelsCode0
Online Data Augmentation for Forecasting with Deep LearningCode0
Neural Descriptors: Self-Supervised Learning of Robust Local Surface Descriptors Using Polynomial PatchesCode0
A Comprehensive End-to-End Computer Vision Framework for Restoration and Recognition of Low-Quality Engineering DrawingsCode0
Neural spell-checker: Beyond words with synthetic data generationCode0
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
MMM and MMMSynth: Clustering of heterogeneous tabular data, and synthetic data generationCode0
AraSpot: Arabic Spoken Command SpottingCode0
Mosaic: Data-Free Knowledge Distillation via Mixture-of-Experts for Heterogeneous Distributed EnvironmentsCode0
Bridging the Generalisation Gap: Synthetic Data Generation for Multi-Site Clinical Model ValidationCode0
MC-GEN:Multi-level Clustering for Private Synthetic Data GenerationCode0
Brain Tumor Synthetic Data Generation with Adaptive StyleGANsCode0
A Generic Deep Architecture for Single Image Reflection Removal and Image SmoothingCode0
LowCLIP: Adapting the CLIP Model Architecture for Low-Resource Languages in Multimodal Image Retrieval TaskCode0
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
Learning Compositional Radiance Fields of Dynamic Human HeadsCode0
Deep Empirical Risk Minimization in finance: looking into the futureCode0
Learning to Generate Synthetic Data via CompositingCode0
Little Giants: Synthesizing High-Quality Embedding Data at ScaleCode0
Iterative Methods for Private Synthetic Data: Unifying Framework and New MethodsCode0
Beyond Sample-Level Feedback: Using Reference-Level Feedback to Guide Data SynthesisCode0
Joint Selection: Adaptively Incorporating Public Information for Private Synthetic DataCode0
An Optimal and Scalable Matrix Mechanism for Noisy Marginals under Convex Loss FunctionsCode0
Beyond Classification: Financial Reasoning in State-of-the-Art Language ModelsCode0
IRG: Generating Synthetic Relational Databases using Deep Learning with Insightful Relational UnderstandingCode0
Improving text-conditioned latent diffusion for cancer pathologyCode0
Beyond a Single Mode: GAN Ensembles for Diverse Medical Data GenerationCode0
Improving Generalization of Synthetically Trained Sonar Image Descriptors for Underwater Place RecognitionCode0
Animal Detection in Man-made EnvironmentsCode0
Debiasing Synthetic Data Generated by Deep Generative ModelsCode0
Combining Data Generation and Active Learning for Low-Resource Question AnsweringCode0
IR2: Information Regularization for Information RetrievalCode0
LLM-based Automated Theorem Proving Hinges on Scalable Synthetic Data GenerationCode0
PATE-GAN: Generating Synthetic Data with Differential Privacy GuaranteesCode0
Correlation inference attacks against machine learning modelsCode0
Data Generation for Neural Programming by ExampleCode0
How Good Are Synthetic Requirements ? Evaluating LLM-Generated Datasets for AI4RECode0
BEAR: BGP Event Analysis and ReportingCode0
Data-driven modeling of time-domain induced polarizationCode0
GUIDE-VAE: Advancing Data Generation with User Information and Pattern DictionariesCode0
Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation ExtractionCode0
Bayesian Data Augmentation and Training for Perception DNN in Autonomous Aerial VehiclesCode0
Show:102550
← PrevPage 4 of 17Next →
All datasetsUCI Epileptic Seizure RecognitionUNSW-NB15

Benchmark Results

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