SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 726–750 of 822 papers

TitleStatusHype
Data Augmentation with Variational Autoencoder for Imbalanced DatasetCode0
Unnatural Language Processing: Bridging the Gap Between Synthetic and Natural Language DataCode0
LowCLIP: Adapting the CLIP Model Architecture for Low-Resource Languages in Multimodal Image Retrieval TaskCode0
A Generic Deep Architecture for Single Image Reflection Removal and Image SmoothingCode0
CyclePose -- Leveraging Cycle-Consistency for Annotation-Free Nuclei Segmentation in Fluorescence MicroscopyCode0
Cut-and-Splat: Leveraging Gaussian Splatting for Synthetic Data GenerationCode0
Creating Artificial Students that Never Existed: Leveraging Large Language Models and CTGANs for Synthetic Data GenerationCode0
SemEval-2025 Task 5: LLMs4Subjects -- LLM-based Automated Subject Tagging for a National Technical Library's Open-Access CatalogCode0
A Linear Reconstruction Approach for Attribute Inference Attacks against Synthetic DataCode0
A Systematic Evaluation of Generative Models on Tabular Transportation DataCode0
FLAIM: AIM-based Synthetic Data Generation in the Federated SettingCode0
Beyond a Single Mode: GAN Ensembles for Diverse Medical Data GenerationCode0
Tiny models from tiny data: Textual and null-text inversion for few-shot distillationCode0
ConvGeN: Convex space learning improves deep-generative oversampling for tabular imbalanced classification on smaller datasetsCode0
MC-GEN:Multi-level Clustering for Private Synthetic Data GenerationCode0
Few-shot_LLM_Synthetic_Data_with_Distribution_MatchingCode0
Exploring the Limits of Synthetic Creation of Solar EUV Images via Image-to-Image TranslationCode0
Entity-Conditioned Question Generation for Robust Attention Distribution in Neural Information RetrievalCode0
TMGBench: A Systematic Game Benchmark for Evaluating Strategic Reasoning Abilities of LLMsCode0
A Survey on Deep Learning for Skin Lesion SegmentationCode0
Convex space learning for tabular synthetic data generationCode0
UnrealROX: An eXtremely Photorealistic Virtual Reality Environment for Robotics Simulations and Synthetic Data GenerationCode0
MMM and MMMSynth: Clustering of heterogeneous tabular data, and synthetic data generationCode0
Towards Algorithmic Fidelity: Mental Health Representation across Demographics in Synthetic vs. Human-generated DataCode0
Synthetic data generation for system identification: leveraging knowledge transfer from similar systemsCode0
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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