SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 491–500 of 822 papers

TitleStatusHype
What Makes and Breaks Safety Fine-tuning? A Mechanistic Study—0
When in Doubt, Cascade: Towards Building Efficient and Capable Guardrails—0
Which is the best model for my data?—0
Winning Amazon KDD Cup'24—0
XL-Instruct: Synthetic Data for Cross-Lingual Open-Ended Generation—0
Zero-shot Cross-Lingual Transfer for Synthetic Data Generation in Grammatical Error Detection—0
zGAN: An Outlier-focused Generative Adversarial Network For Realistic Synthetic Data Generation—0
Principal Component Clustering for Semantic Segmentation in Synthetic Data Generation—0
Algorithms for Collaborative Machine Learning under Statistical Heterogeneity—0
ABC Align: Large Language Model Alignment for Safety & Accuracy—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