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ResearchFormerly WizWand

Hierarchical Clustering on birds (Runtime)

79.45Runtime (s)Centroid0.1
-108.51641,160.25682,429.033,697.8032Feb 11, 2026
Updated 8mo ago

Evaluation results

MethodLinks
Centroid0.1Library=[4] implementation2026.0279.45
Chamfer (Ch)Library=This paper (optimized C++)2026.02486.38
Chamfer (Ch_eta)Library=This paper (optimized C++)2026.02492.087
Chamfer (Ch_sigma)Library=This paper (optimized C++)2026.02513.012
Single LinkageLibrary=This paper (optimized C++)2026.02514.67
Chamfer (Ch_eta_sigma)Library=This paper (optimized C++)2026.02521.356
Average LinkageLibrary=This paper (optimized C++)2026.02526.627
Complete LinkageLibrary=This paper (optimized C++)2026.02527.011
Centroid LinkageLibrary=This paper (optimized C++)2026.02573.355
Ward's LinkageLibrary=This paper (optimized C++)2026.02603.124
Single LinkageLibrary=fastcluster2026.022,386.04
Centroid LinkageLibrary=fastcluster2026.022,420.26
Average LinkageLibrary=fastcluster2026.022,444.29
Complete LinkageLibrary=fastcluster2026.022,453.85
Average LinkageLibrary=scikit-learn2026.022,688.29
Complete LinkageLibrary=scikit-learn2026.022,693.77
Ward's LinkageLibrary=scikit-learn2026.022,711.93
Ward's LinkageLibrary=fastcluster2026.023,465.15
Single LinkageLibrary=scikit-learn2026.024,778.61