SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 231–240 of 822 papers

TitleStatusHype
A Self-Supervised Framework for Space Object Behaviour Characterisation—0
Synthetic Data Generation & Multi-Step RL for Reasoning & Tool Use—0
CORTEX-AVD: A Framework for CORner Case Testing and EXploration in Autonomous Vehicle Development—0
Advancing Semantic Caching for LLMs with Domain-Specific Embeddings and Synthetic Data—0
Bridging the Linguistic Divide: A Survey on Leveraging Large Language Models for Machine Translation—0
TAMIS: Tailored Membership Inference Attacks on Synthetic Data—0
Synthetic News Generation for Fake News Classification—0
Beyond a Single Mode: GAN Ensembles for Diverse Medical Data GenerationCode0
XL-Instruct: Synthetic Data for Cross-Lingual Open-Ended Generation—0
Small Object Detection: A Comprehensive Survey on Challenges, Techniques and Real-World Applications—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