SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 401–410 of 822 papers

TitleStatusHype
Towards Synthetic Data Generation for Improved Pain Recognition in Videos under Patient ConstraintsCode0
MANTA -- Model Adapter Native generations that's Affordable—0
CraftRTL: High-quality Synthetic Data Generation for Verilog Code Models with Correct-by-Construction Non-Textual Representations and Targeted Code RepairCode0
Harnessing LLMs for API Interactions: A Framework for Classification and Synthetic Data Generation—0
Making Large Language Models into World Models with Precondition and Effect Knowledge—0
Synthetic data augmentation for robotic mobility aids to support blind and low vision people—0
Enhanced segmentation of femoral bone metastasis in CT scans of patients using synthetic data generation with 3D diffusion models—0
SynSUM -- Synthetic Benchmark with Structured and Unstructured Medical RecordsCode0
Generated Data with Fake Privacy: Hidden Dangers of Fine-tuning Large Language Models on Generated Data—0
Source2Synth: Synthetic Data Generation and Curation Grounded in Real Data Sources—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