SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 821–822 of 822 papers

TitleStatusHype
DepthSynth: Real-Time Realistic Synthetic Data Generation from CAD Models for 2.5D Recognition—0
Empirical Similarity for Absent Data Generation in Imbalanced Classification—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