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Clustering on Glass

0.51NMI

LS

Updated 1mo ago

Evaluation Results

Method	Links
LS 2026.06		0.51	-
LS 2026.06		0.51	0.31
HypeGBMS 2025.12		0.477	0.281
COP-KM 2026.06		0.45	-
COP-KM 2026.06		0.45	0.27
KCC 2025.11		0.439	-
GBMS 2025.12		0.438	0.261
KM 2026.06		0.43	-
KM 2026.06		0.43	0.27
HSFC 2025.12		0.428	0.258
QuickMeanShift 2025.12		0.427	0.256
C-PAINT 2025.11		0.402	-
GMM 2026.06		0.4	-
S-KM 2026.06		0.4	-
GMM 2026.06		0.4	0.25
S-KM 2026.06		0.4	0.27
TGCC 2025.11		0.398	-
MDL-GBTRSC 2026.05		0.3939	0.2207
Agg 2026.06		0.39	-
Agg 2026.06		0.39	0.26
SC-NR 2025.11		0.384	-
Spectral 2025.11		0.367	-
GMS 2025.12		0.361	0.187
GMM 2025.12		0.361	0.205
SC-kNN 2026.05		0.3601	0.2189
C-KM 2026.06		0.36	-
clustering-by-exclusion 2026.06		0.36	-
C-KM 2026.06		0.36	0.22
MDMSC 2026.05		0.3595	0.1651
DBSCAN 2025.12		0.358	0.225
k-Means 2025.11		0.357	-
KPKM 2025.11		0.347	-
SC-RBF 2026.05		0.3319	0.1705
GMM-SC 2026.05		0.3201	0.1752
Perception 2026.06		0.32	0.14
Gridshift 2025.12		0.314	0.234
DBSCAN 2026.06		0.31	-
DBSCAN 2026.06		0.31	0.16
BCC 2025.11		0.308	-
k-means 2025.12		0.306	0.168
GBSC 2026.05		0.2796	0.142
Spectral 2025.12		0.265	0.142
Convex 2025.11		0.255	-
DipNSub 2026.06		0.24	-
DipNSub 2026.06		0.24	0.17
WBMS 2025.12		0.238	0.157
GBCT 2026.05		0.1608	0.0396
DEC 2026.06		0.14	-
DEC 2026.06		0.14	0.06
DipEnc 2026.06		0.06	-
DipEnc 2026.06		0.06	0.02
k-means++ 2025.08		-	0.17
FWSA 2025.08		-	0.24
LWk-means 2025.08		-	0.141
KMTD 2025.08		-	0.123
SHARK 2025.08		-	0.218