SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 541–550 of 822 papers

TitleStatusHype
A Unified Framework for Generative Data Augmentation: A Comprehensive Survey—0
A Unified Solution to Video Fusion: From Multi-Frame Learning to Benchmarking—0
Auto-GDA: Automatic Domain Adaptation for Efficient Grounding Verification in Retrieval Augmented Generation—0
Automated data processing and feature engineering for deep learning and big data applications: a survey—0
Automatic generation of realistic training data for learning parallel-jaw grasping from synthetic stereo images—0
Automatic Prompt Optimization Techniques: Exploring the Potential for Synthetic Data Generation—0
Autonomous Crack Detection using Deep Learning on Synthetic Thermogram Datasets—0
AutoSimulate: (Quickly) Learning Synthetic Data Generation—0
Balanced Marginal and Joint Distributional Learning via Mixture Cramer-Wold Distance—0
Balancing Cost and Effectiveness of Synthetic Data Generation Strategies for LLMs—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