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ResearchFormerly WizWand

Hierarchical Clustering on mnist

82.18Running Time (s)Centroid0.1
-16.7704651.14481,319.061,986.9752Feb 11, 2026
Updated 8mo ago

Evaluation results

MethodLinks
Centroid0.1Library=[4] implementation2026.0282.18
Chamfer (Ch_eta)Library=This paper (optimized C++)2026.02400.839
Chamfer (Ch)Library=This paper (optimized C++)2026.02404.205
Chamfer (Ch_sigma)Library=This paper (optimized C++)2026.02414.059
Chamfer (Ch_eta_sigma)Library=This paper (optimized C++)2026.02418.027
Single LinkageLibrary=This paper (optimized C++)2026.02420.275
Average LinkageLibrary=This paper (optimized C++)2026.02442.576
Complete LinkageLibrary=This paper (optimized C++)2026.02467.352
Centroid LinkageLibrary=This paper (optimized C++)2026.02478.971
Ward's LinkageLibrary=This paper (optimized C++)2026.02492.32
Single LinkageLibrary=fastcluster2026.021,239.04
Centroid LinkageLibrary=fastcluster2026.021,265.57
Average LinkageLibrary=fastcluster2026.021,299.97
Complete LinkageLibrary=fastcluster2026.021,300.08
Ward's LinkageLibrary=fastcluster2026.021,302.19
Complete LinkageLibrary=scikit-learn2026.021,489.73
Average LinkageLibrary=scikit-learn2026.021,504.08
Ward's LinkageLibrary=scikit-learn2026.021,506.62
Single LinkageLibrary=scikit-learn2026.022,555.94