SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 281–290 of 822 papers

TitleStatusHype
MultiFloodSynth: Multi-Annotated Flood Synthetic Dataset Generation—0
Beyond Sample-Level Feedback: Using Reference-Level Feedback to Guide Data SynthesisCode0
Automatic Prompt Optimization Techniques: Exploring the Potential for Synthetic Data Generation—0
Gold-medalist Performance in Solving Olympiad Geometry with AlphaGeometry2—0
BARE: Leveraging Base Language Models for Few-Shot Synthetic Data Generation—0
CoddLLM: Empowering Large Language Models for Data Analytics—0
Synthetic Data Generation for Augmenting Small Samples—0
Making Sense of Data in the Wild: Data Analysis Automation at Scale—0
Programming by Examples Meets Historical Linguistics: A Large Language Model Based Approach to Sound Law Induction—0
Generative Data Augmentation Challenge: Zero-Shot Speech Synthesis for Personalized Speech Enhancement—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