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Gaussian data

Benchmarks

Task NameDataset NameSOTA ResultTrend
ClassificationGaussian data K=6, r=0.9, out-of-sample
Accuracy100
8
ClassificationGaussian data K=6, r=0.5, out-of-sample
Accuracy100
8
ClassificationGaussian data K=6, r=0.1, out-of-sample
Accuracy100
8
ClassificationGaussian data K=3, r=0.9, out-of-sample
Accuracy100
8
ClassificationGaussian data K=3, r=0.5, out-of-sample
Accuracy100
8
ClassificationGaussian data K=3, r=0.1 (out-of-sample)
Accuracy100
8
Parameter estimationGaussian data eps=20% (synthetic)
Median MSE(sigma)0.226
6
Parameter estimationGaussian data eps=10% (synthetic)
Median MSE(sigma)0.007
6
Parameter estimationGaussian data eps=5% (synthetic)
Median MSE(sigma)0
6
Parameter estimationGaussian data eps=0% (synthetic)
Median MSE(sigma)0
6
Parameter estimationGaussian data eps=1% (synthetic)
Metric-
0
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