SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 51–60 of 822 papers

TitleStatusHype
AnthroNet: Conditional Generation of Humans via AnthropometricsCode1
dpart: Differentially Private Autoregressive Tabular, a General Framework for Synthetic Data GenerationCode1
API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMsCode1
DuoGuard: A Two-Player RL-Driven Framework for Multilingual LLM GuardrailsCode1
AutoDiff: combining Auto-encoder and Diffusion model for tabular data synthesizingCode1
Enhanced Sound Event Localization and Detection in Real 360-degree audio-visual soundscapesCode1
EPIC: Effective Prompting for Imbalanced-Class Data Synthesis in Tabular Data Classification via Large Language ModelsCode1
Exploring Transformer Text Generation for Medical Dataset AugmentationCode1
Diffusion-HPC: Synthetic Data Generation for Human Mesh Recovery in Challenging DomainsCode1
DFNet: Enhance Absolute Pose Regression with Direct Feature MatchingCode1
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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