SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 451–460 of 822 papers

TitleStatusHype
TSynD: Targeted Synthetic Data Generation for Enhanced Medical Image Classification—0
Principal Component Clustering for Semantic Segmentation in Synthetic Data Generation—0
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
RoboPoint: A Vision-Language Model for Spatial Affordance Prediction for Robotics—0
GenMM: Geometrically and Temporally Consistent Multimodal Data Generation for Video and LiDAR—0
MALLM-GAN: Multi-Agent Large Language Model as Generative Adversarial Network for Synthesizing Tabular Data—0
Benchmarking Generative Models on Computational Thinking Tests in Elementary Visual Programming—0
On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey—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