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Gaussian setting dataset and benchmarks · SOTA2 Research

Research Datasets

Gaussian setting

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Principal Component Estimation

Gaussian setting with mean-shift and covariance-shift contamination synthetic (test)

97.91Largest PC Alignment (%)

112

Mutual Information Estimation

Gaussian setting d=20, N=64

0.01Bias

30

Popular tasks

Mutual Information Estimation Principal Component Estimation

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