Clustering Algorithms Evaluation On Olivetti
Metrics
ARI
F1-score
NMI
Results
Performance results of various models on this benchmark
Model Name | ARI | F1-score | NMI | Paper Title | Repository |
|---|---|---|---|---|---|
| Spectral Clustering | 19% | 37% | 66% | Git: Clustering Based on Graph of Intensity Topology | |
| k-Means++ | 38% | 52% | 74% | Git: Clustering Based on Graph of Intensity Topology | |
| GIT | 45% | 62% | 78% | Git: Clustering Based on Graph of Intensity Topology | |
| SpectACI | 21% | 34% | 61% | Git: Clustering Based on Graph of Intensity Topology | |
| QuickShiftPP | 38% | 60% | 79% | Git: Clustering Based on Graph of Intensity Topology |
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