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Clustering on MNIST 5K (ARI, NMI)
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58.4
ARI
HypeGBMS
-2.232
13.509
29.25
44.991
Dec 12, 2025
ARI
NMI
Updated 1mo ago
Evaluation Results
Method
Method
Links
ARI
NMI
HypeGBMS
2025.12
58.4
70.1
Spectral
2025.12
39.2
50.3
GMS
2025.12
36.1
46.5
HSFC
2025.12
36.1
48.9
QuickMeanShift
2025.12
31.4
40.1
GMM
2025.12
26.9
41.1
k-means
2025.12
23.5
38.1
Gridshift
2025.12
21.8
29.4
GBMS
2025.12
14.2
16.5
DBSCAN
2025.12
14.1
27.8
WBMS
2025.12
0.1
0.2
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