Attributed Graph Clustering on UAT benchmark leaderboard · SOTA2 Research

Attributed Graph Clustering on UAT

55.18Accuracy (ACC)CONVERT

Evaluation Results

Method	Links
CONVERT2024.11		55.18	27.31	19.46
CONVERT2026.06		55.18	27.31	19.46
AGREE2026.06		53.84	24.15	22.54
HyReaL2024.11		53.82	24.03	22.38
EGAE2024.11		53.1	21.8	20.77
EGAE2026.06		53.1	21.8	20.77
DAEGC2024.11		52.49	21.42	21.07
DAEGC2026.06		52.49	21.42	21.07
ARGAE2024.11		49.36	23.33	16.76
CCGC2024.11		47.88	20.63	12.95
CCGC2026.06		47.88	20.63	12.95
GLAC2026.06		46.59	17.04	13.73
SCDGN2026.06		44.99	12.64	11.27
CDC2026.06		44.76	18.55	14.32
GAE2024.11		44.55	18.61	11.61
GAE2026.06		44.55	18.61	11.61
MAGI2026.06		43.71	19.18	16.45
DESE2026.06		43.53	15.36	14.44
ARVGAE2024.11		41.85	15.86	10.33
ARVGAE2026.06		41.85	15.86	10.33
DFCN2024.11		39.33	13.95	7.28
DFCN2026.06		39.33	13.95	7.28
VGAE2024.11		37.45	17.68	14.35
K-Means2024.11		32.69	20.63	6.42
K-Means2026.06		32.69	20.63	6.42
Spectral-C2024.11		32.52	3.43	1.57