SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 276–300 of 822 papers

TitleStatusHype
Combining Data Generation and Active Learning for Low-Resource Question AnsweringCode0
Improving text-conditioned latent diffusion for cancer pathologyCode0
A Little Human Data Goes A Long WayCode0
Entity-Conditioned Question Generation for Robust Attention Distribution in Neural Information RetrievalCode0
Improved Generation of Synthetic Imaging Data Using Feature-Aligned DiffusionCode0
HP-GAN: Probabilistic 3D human motion prediction via GANCode0
A Survey on Deep Learning for Skin Lesion SegmentationCode0
HTR-JAND: Handwritten Text Recognition with Joint Attention Network and Knowledge DistillationCode0
A Statistical Approach for Synthetic EEG Data GenerationCode0
Improving Generalization of Synthetically Trained Sonar Image Descriptors for Underwater Place RecognitionCode0
GUIDE-VAE: Advancing Data Generation with User Information and Pattern DictionariesCode0
Enhancing Metabolic Syndrome Prediction with Hybrid Data Balancing and CounterfactualsCode0
Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation ExtractionCode0
Hide-and-Seek Privacy ChallengeCode0
A Linear Reconstruction Approach for Attribute Inference Attacks against Synthetic DataCode0
Enhancing human action recognition with GAN-based data augmentationCode0
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
How Good Are Synthetic Requirements ? Evaluating LLM-Generated Datasets for AI4RECode0
Comparative study of models trained on synthetic data for Ukrainian grammatical error correctionCode0
Little Giants: Synthesizing High-Quality Embedding Data at ScaleCode0
IR2: Information Regularization for Information RetrievalCode0
LowCLIP: Adapting the CLIP Model Architecture for Low-Resource Languages in Multimodal Image Retrieval TaskCode0
Child Face Recognition at Scale: Synthetic Data Generation and Performance BenchmarkCode0
Flexible Generation of Preference Data for Recommendation AnalysisCode0
Show:102550
← PrevPage 12 of 33Next →
All datasetsUCI Epileptic Seizure RecognitionUNSW-NB15

Benchmark Results

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