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Synthetic Manifold

Benchmarks

Task NameDataset NameSOTA ResultTrend
Low-dimensional embeddingSynthetic Manifold Setup a n=600, p=100 1.0
Trustworthiness0.98
19
Low-dimensional embeddingSynthetic Manifold Setup b 1.0 (n=600, p=100)
Trustworthiness99
8
Probabilistic RegressionSynthetic Manifold (test)
AUROC99.8
6
Conditional GenerationSynthetic Manifold (test)
AUROC0.981
3
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