SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 131–140 of 822 papers

TitleStatusHype
SpinML: Customized Synthetic Data Generation for Private Training of Specialized ML Models—0
Robust Learning of Diverse Code Edits—0
OceanSim: A GPU-Accelerated Underwater Robot Perception Simulation Framework—0
Alleviating Distribution Shift in Synthetic Data for Machine Translation Quality Estimation—0
On Synthetic Data Strategies for Domain-Specific Generative Retrieval—0
FIG: Forward-Inverse Generation for Low-Resource Domain-specific Event Detection—0
Predicting Liquidity-Aware Bond Yields using Causal GANs and Deep Reinforcement Learning with LLM Evaluation—0
RewardDS: Privacy-Preserving Fine-Tuning for Large Language Models via Reward Driven Data Synthesis—0
MVIP -- A Dataset and Methods for Application Oriented Multi-View and Multi-Modal Industrial Part Recognition—0
Enhancing Domain-Specific Retrieval-Augmented Generation: Synthetic Data Generation and Evaluation using Reasoning ModelsCode0
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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