SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 191–200 of 822 papers

TitleStatusHype
The Prompt is Mightier than the Example—0
Large language model as user daily behavior data generator: balancing population diversity and individual personality—0
Data-Driven Breakthroughs and Future Directions in AI Infrastructure: A Comprehensive Review—0
Forging Time Series with Language: A Large Language Model Approach to Synthetic Data Generation—0
Aug2Search: Enhancing Facebook Marketplace Search with LLM-Generated Synthetic Data Augmentation—0
Scaling Low-Resource MT via Synthetic Data Generation with LLMs—0
Challenges and Limitations in the Synthetic Generation of mHealth Sensor Data—0
LLM-based Automated Theorem Proving Hinges on Scalable Synthetic Data GenerationCode0
RouteNator: A Router-Based Multi-Modal Architecture for Generating Synthetic Training Data for Function Calling LLMs—0
Robust Federated Learning with Confidence-Weighted Filtering and GAN-Based Completion under Noisy and Incomplete Data—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