SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 521–530 of 822 papers

TitleStatusHype
Watermarking Generative Categorical Data—0
Weak-to-Strong Compositional Learning from Generative Models for Language-based Object Detection—0
WeChat Neural Machine Translation Systems for WMT20—0
WeChat Neural Machine Translation Systems for WMT21—0
Well log data generation and imputation using sequence-based generative adversarial networks—0
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
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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