SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 576–600 of 822 papers

TitleStatusHype
Clinical Evaluation of Medical Image Synthesis: A Case Study in Wireless Capsule Endoscopy—0
Clustering of Disease Trajectories with Explainable Machine Learning: A Case Study on Postoperative Delirium Phenotypes—0
Towards Feature Distribution Alignment and Diversity Enhancement for Data-Free Quantization—0
COCO_TS Dataset: Pixel-level Annotations Based on Weak Supervision for Scene Text Segmentation—0
CoddLLM: Empowering Large Language Models for Data Analytics—0
CoFinDiff: Controllable Financial Diffusion Model for Time Series Generation—0
COFS: Controllable Furniture layout Synthesis—0
Coincidental Generation—0
Composable Generative Models—0
Comprehensive Exploration of Synthetic Data Generation: A Survey—0
Compressing GANs using Knowledge Distillation—0
Conciseness: An Overlooked Language Task—0
Conditional Synthetic Data Generation for Robust Machine Learning Applications with Limited Pandemic Data—0
Conditional Synthetic Data Generation for Personal Thermal Comfort Models—0
CONSULT: Contrastive Self-Supervised Learning for Few-shot Tumor Detection—0
Controlled Automatic Task-Specific Synthetic Data Generation for Hallucination Detection—0
Controlled Data Generation via Insertion Operations for NLU—0
COPILOT: Human-Environment Collision Prediction and Localization from Egocentric Videos—0
Copula Flows for Synthetic Data Generation—0
Corrigibility as a Singular Target: A Vision for Inherently Reliable Foundation Models—0
CORTEX-AVD: A Framework for CORner Case Testing and EXploration in Autonomous Vehicle Development—0
CryoCCD: Conditional Cycle-consistent Diffusion with Biophysical Modeling for Cryo-EM Synthesis—0
CTSyn: A Foundational Model for Cross Tabular Data Generation—0
Curating Grounded Synthetic Data with Global Perspectives for Equitable AI—0
Cut and Continuous Paste towards Real-time Deep Fall Detection—0
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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