SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 341–350 of 822 papers

TitleStatusHype
SK-VQA: Synthetic Knowledge Generation at Scale for Training Context-Augmented Multimodal LLMs—0
UniGen: A Unified Framework for Textual Dataset Generation Using Large Language ModelsCode2
Effects of Using Synthetic Data on Deep Recommender Models' Performance—0
SynRS3D: A Synthetic Dataset for Global 3D Semantic Understanding from Monocular Remote Sensing ImageryCode2
TSynD: Targeted Synthetic Data Generation for Enhanced Medical Image Classification—0
Principal Component Clustering for Semantic Segmentation in Synthetic Data Generation—0
Voice Disorder Analysis: a Transformer-based ApproachCode1
Advancing Retail Data Science: Comprehensive Evaluation of Synthetic Data—0
Instruction Data Generation and Unsupervised Adaptation for Speech Language Models—0
ChatEMG: Synthetic Data Generation to Control a Robotic Hand Orthosis for Stroke—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