Clustering Algorithms Evaluation On Fashion 2
평가 지표
ARI
F1-score
NMI
평가 결과
이 벤치마크에서 각 모델의 성능 결과
모델 이름 | ARI | F1-score | NMI | Paper Title | Repository |
|---|---|---|---|---|---|
| QuickShiftPP | 16% | 42% | 41% | Git: Clustering Based on Graph of Intensity Topology | |
| SpectACI | 29% | 47% | 45% | Git: Clustering Based on Graph of Intensity Topology | |
| Spectral Clustering | 34% | 43% | 49% | Git: Clustering Based on Graph of Intensity Topology | |
| AE+GIT | 49% | 65% | 61% | Git: Clustering Based on Graph of Intensity Topology | |
| k-Means++ | 35% | 39% | 51% | Git: Clustering Based on Graph of Intensity Topology | |
| GIT | 32% | 56% | 51% | Git: Clustering Based on Graph of Intensity Topology |
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