Hierarchical Agglomerative Clustering on MNIST
85.3AMICh
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ChLinkage Function=Chamfer (Ch), Merge Order Protocol=Best of three2026.02 | 85.3 | 83.4 | |
| Ch_NLinkage Function=Chamfer (Ch_N), Merge Order Protocol=Best of three2026.02 | 75 | 80.6 | |
| Ch_SLinkage Function=Chamfer (Ch_S), Merge Order Protocol=Best of three2026.02 | 70.2 | 65.2 | |
| Ward's linkageLinkage Function=Ward's, Merge Order Protocol=Best of three2026.02 | 69.8 | 63.4 | |
| Ch_NSLinkage Function=Chamfer (Ch_NS), Merge Order Protocol=Best of three2026.02 | 63.2 | 60.7 | |
| Average linkageLinkage Function=Average, Merge Order Protocol=Best of three2026.02 | 62.6 | 53.8 | |
| Centroid linkageLinkage Function=Centroid, Merge Order Protocol=Best of three2026.02 | 49.9 | 39.3 | |
| Complete linkageLinkage Function=Complete, Merge Order Protocol=Best of three2026.02 | 48 | 31.7 | |
| Single linkageLinkage Function=Single, Merge Order Protocol=Best of three2026.02 | 21.1 | 35.8 |