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Structural preservation (UMAP) research benchmarks · SOTA2 Research

Structural preservation (UMAP)

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

APOGEE pooled (train and val)

59.94Triplet Accuracy

3

May 26, 2026

MNIST (pooled train and val)

63.96Triplet Accuracy

3

May 26, 2026

Hydra pooled (train and val)

62.36Triplet Accuracy

3

May 26, 2026

Neocortex (pooled train and val)

75.96Triplet Accuracy

3

May 26, 2026

Popular datasets

MNIST Hydra Neocortex APOGEE

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