Hierarchical Clustering on birds (Runtime)
79.45Runtime (s)Centroid0.1
Evaluation Results
| Method | Links | |
|---|---|---|
| Centroid0.1Library=[4] implementation2026.02 | 79.45 | |
| Chamfer (Ch)Library=This paper (optimized C++)2026.02 | 486.38 | |
| Chamfer (Ch_eta)Library=This paper (optimized C++)2026.02 | 492.087 | |
| Chamfer (Ch_sigma)Library=This paper (optimized C++)2026.02 | 513.012 | |
| Single LinkageLibrary=This paper (optimized C++)2026.02 | 514.67 | |
| Chamfer (Ch_eta_sigma)Library=This paper (optimized C++)2026.02 | 521.356 | |
| Average LinkageLibrary=This paper (optimized C++)2026.02 | 526.627 | |
| Complete LinkageLibrary=This paper (optimized C++)2026.02 | 527.011 | |
| Centroid LinkageLibrary=This paper (optimized C++)2026.02 | 573.355 | |
| Ward's LinkageLibrary=This paper (optimized C++)2026.02 | 603.124 | |
| Single LinkageLibrary=fastcluster2026.02 | 2,386.04 | |
| Centroid LinkageLibrary=fastcluster2026.02 | 2,420.26 | |
| Average LinkageLibrary=fastcluster2026.02 | 2,444.29 | |
| Complete LinkageLibrary=fastcluster2026.02 | 2,453.85 | |
| Average LinkageLibrary=scikit-learn2026.02 | 2,688.29 | |
| Complete LinkageLibrary=scikit-learn2026.02 | 2,693.77 | |
| Ward's LinkageLibrary=scikit-learn2026.02 | 2,711.93 | |
| Ward's LinkageLibrary=fastcluster2026.02 | 3,465.15 | |
| Single LinkageLibrary=scikit-learn2026.02 | 4,778.61 |