SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 651–675 of 822 papers

TitleStatusHype
SYNCS: Synthetic Data and Contrastive Self-Supervised Training for Central Sulcus SegmentationCode0
Bridging the Generalisation Gap: Synthetic Data Generation for Multi-Site Clinical Model ValidationCode0
SynSUM -- Synthetic Benchmark with Structured and Unstructured Medical RecordsCode0
Brain Tumor Synthetic Data Generation with Adaptive StyleGANsCode0
How Good Are Synthetic Requirements ? Evaluating LLM-Generated Datasets for AI4RECode0
HP-GAN: Probabilistic 3D human motion prediction via GANCode0
HTR-JAND: Handwritten Text Recognition with Joint Attention Network and Knowledge DistillationCode0
Synth4bench: a framework for generating synthetic genomics data for the evaluation of tumor-only somatic variant calling algorithmsCode0
Distributional Learning of Variational AutoEncoder: Application to Synthetic Data GenerationCode0
Quantifying the LiDAR Sim-to-Real Domain Shift: A Detailed Investigation Using Object Detectors and Analyzing Point Clouds at Target-LevelCode0
Quantum Down Sampling Filter for Variational Auto-encoderCode0
Distributional Data Augmentation Methods for Low Resource LanguageCode0
ELOQ: Resources for Enhancing LLM Detection of Out-of-Scope QuestionsCode0
Advancing Uto-Aztecan Language Technologies: A Case Study on the Endangered Comanche LanguageCode0
Improved Generation of Synthetic Imaging Data Using Feature-Aligned DiffusionCode0
GUIDE-VAE: Advancing Data Generation with User Information and Pattern DictionariesCode0
Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation ExtractionCode0
Give me Some Hard Questions: Synthetic Data Generation for Clinical QACode0
Differentially Private Synthetic Mixed-Type Data Generation For Unsupervised LearningCode0
Boundless: Generating Photorealistic Synthetic Data for Object Detection in Urban StreetscapesCode0
Synthetic Traffic Generation with Wasserstein Generative Adversarial NetworksCode0
Improving Generalization of Synthetically Trained Sonar Image Descriptors for Underwater Place RecognitionCode0
Differentially Private Mixed-Type Data Generation For Unsupervised LearningCode0
Turning Flowchart into Dialog: Augmenting Flowchart-grounded Troubleshooting Dialogs via Synthetic Data GenerationCode0
Combining Data Generation and Active Learning for Low-Resource Question AnsweringCode0
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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