SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 251–300 of 822 papers

TitleStatusHype
CCUP: A Controllable Synthetic Data Generation Pipeline for Pretraining Cloth-Changing Person Re-Identification ModelsCode0
PATE-GAN: Generating Synthetic Data with Differential Privacy GuaranteesCode0
CONVERSER: Few-Shot Conversational Dense Retrieval with Synthetic Data GenerationCode0
Synthetic Data Generation in Low-Resource Settings via Fine-Tuning of Large Language ModelsCode0
Optimizing Synthetic Data for Enhanced Pancreatic Tumor SegmentationCode0
Advancing Post-OCR Correction: A Comparative Study of Synthetic DataCode0
PAXQA: Generating Cross-lingual Question Answering Examples at Training ScaleCode0
Content Disentanglement for Semantically Consistent Synthetic-to-Real Domain AdaptationCode0
Neural spell-checker: Beyond words with synthetic data generationCode0
Neural Descriptors: Self-Supervised Learning of Robust Local Surface Descriptors Using Polynomial PatchesCode0
Conditioning on Time is All You Need for Synthetic Survival Data GenerationCode0
MMM and MMMSynth: Clustering of heterogeneous tabular data, and synthetic data generationCode0
Mosaic: Data-Free Knowledge Distillation via Mixture-of-Experts for Heterogeneous Distributed EnvironmentsCode0
Adaptation of Back-translation to Automatic Post-Editing for Synthetic Data GenerationCode0
LowCLIP: Adapting the CLIP Model Architecture for Low-Resource Languages in Multimodal Image Retrieval TaskCode0
A text-to-tabular approach to generate synthetic patient data using LLMsCode0
LLM-based Automated Theorem Proving Hinges on Scalable Synthetic Data GenerationCode0
Few-shot_LLM_Synthetic_Data_with_Distribution_MatchingCode0
Learning to Generate Synthetic Data via CompositingCode0
Little Giants: Synthesizing High-Quality Embedding Data at ScaleCode0
MC-GEN:Multi-level Clustering for Private Synthetic Data GenerationCode0
Combining propensity score methods with variational autoencoders for generating synthetic data in presence of latent sub-groupsCode0
Comparative Study of Differentially Private Synthetic Data Algorithms from the NIST PSCR Differential Privacy Synthetic Data ChallengeCode0
Iterative Methods for Private Synthetic Data: Unifying Framework and New MethodsCode0
IRG: Generating Synthetic Relational Databases using Deep Learning with Insightful Relational UnderstandingCode0
Joint Selection: Adaptively Incorporating Public Information for Private Synthetic DataCode0
Learning Compositional Radiance Fields of Dynamic Human HeadsCode0
Online Data Augmentation for Forecasting with Deep LearningCode0
Improving Generalization of Synthetically Trained Sonar Image Descriptors for Underwater Place RecognitionCode0
Combining Data Generation and Active Learning for Low-Resource Question AnsweringCode0
A Little Human Data Goes A Long WayCode0
Entity-Conditioned Question Generation for Robust Attention Distribution in Neural Information RetrievalCode0
HTR-JAND: Handwritten Text Recognition with Joint Attention Network and Knowledge DistillationCode0
How Good Are Synthetic Requirements ? Evaluating LLM-Generated Datasets for AI4RECode0
A Survey on Deep Learning for Skin Lesion SegmentationCode0
HP-GAN: Probabilistic 3D human motion prediction via GANCode0
Improved Generation of Synthetic Imaging Data Using Feature-Aligned DiffusionCode0
Improving text-conditioned latent diffusion for cancer pathologyCode0
Exploring the Limits of Synthetic Creation of Solar EUV Images via Image-to-Image TranslationCode0
A Systematic Evaluation of Generative Models on Tabular Transportation DataCode0
Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation ExtractionCode0
A Statistical Approach for Synthetic EEG Data GenerationCode0
Enhancing Metabolic Syndrome Prediction with Hybrid Data Balancing and CounterfactualsCode0
GUIDE-VAE: Advancing Data Generation with User Information and Pattern DictionariesCode0
Comparative study of models trained on synthetic data for Ukrainian grammatical error correctionCode0
A Linear Reconstruction Approach for Attribute Inference Attacks against Synthetic DataCode0
Enhancing human action recognition with GAN-based data augmentationCode0
Give me Some Hard Questions: Synthetic Data Generation for Clinical QACode0
Enhancing Hallucination Detection through Perturbation-Based Synthetic Data Generation in System ResponsesCode0
Enhancing Domain-Specific Retrieval-Augmented Generation: Synthetic Data Generation and Evaluation using Reasoning ModelsCode0
Show:102550
← PrevPage 6 of 17Next →
All datasetsUCI Epileptic Seizure RecognitionUNSW-NB15

Benchmark Results

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