SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 291–300 of 822 papers

TitleStatusHype
A Unified Solution to Video Fusion: From Multi-Frame Learning to Benchmarking—0
Controlled Automatic Task-Specific Synthetic Data Generation for Hallucination Detection—0
On the Problem of Text-To-Speech Model Selection for Synthetic Data Generation in Automatic Speech Recognition—0
Generative AI for Synthetic Data Generation: Methods, Challenges and the Future—0
Generative Distribution Prediction: A Unified Approach to Multimodal Learning—0
A Unified Framework for Generative Data Augmentation: A Comprehensive Survey—0
A Modified CTGAN-Plus-Features Based Method for Optimal Asset Allocation—0
CONSULT: Contrastive Self-Supervised Learning for Few-shot Tumor Detection—0
AugGen: Synthetic Augmentation Can Improve Discriminative Models—0
Aug2Search: Enhancing Facebook Marketplace Search with LLM-Generated Synthetic Data Augmentation—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