Node Clustering on Cora (test) benchmark leaderboard · SOTA2 Research

Node Clustering on Cora (test)

78.58AccuracySynC

Evaluation Results

Method	Links
SynC2024.06		78.58	58.13	77.65	—	57.9
SynC2024.06		77.22	57.26	76.31	—	55.34
HSAN2024.06		77.07	59.21	75.11	—	57.52
IDCRN2024.06		75.79	59.77	74.41	—	56.99
GMIM2022.05		75.65	60.3	71.2	78.13	54.74
DBGAN2022.05		74.8	56	—	—	54
GALA2022.05		74.6	57.7	—	—	53.2
CCGC2024.06		73.88	56.45	70.98	—	52.51
SCGC2024.06		73.88	56.1	70.81	—	51.79
HomoCAGC2024.06		73.82	57.41	70.83	—	54.42
GIC2020.09		72.5	53.7	—	—	50.8
EGAE2022.05		72.42	53.96	—	—	47.22
SENet2022.05		71.92	55.08	—	—	48.96
DGI2020.09		71.3	56.4	—	—	51.1
ARGVA2020.09		71.1	52.6	—	—	49.5
GC-VGE2022.05		70.67	53.57	69.48	70.51	48.15
DAEGC2022.05		70.4	52.8	68.2	—	49.6
CommDGI2022.05		69.8	57.9	68.4	—	50.2
AGC2022.05		68.92	53.68	65.61	—	48.6
RWR-VGAE2019.08		68.5	45.5	66.8	68.5	41.7
Vanilla GAE2024.06		68.09	47.77	67.11	—	42.52
RWR-GAE2019.08		66.9	48.1	61.8	62.9	41.7
DGVAE2022.05		64.42	47.64	62.69	64.9	38.42
ARGE2019.08		64	44.9	61.9	64.6	35.2
ARVGE2019.08		63.8	45	62.7	62.4	37.4
VGAE2022.05		63.56	47.45	63.75	65.64	39.42
MGAE2022.05		63.43	45.57	38.01	—	38.01
ARVGA2022.05		62.83	45.93	63.17	64.8	38
DCRN2024.06		61.93	45.13	49.5	—	33.15
VGAE2019.08		60.9	43.6	60.9	60.9	34.6
VGAE2020.09		60.9	43.6	—	—	34.7
ARGA2022.05		60.84	42.21	60.49	63.38	36.88
GAE2022.05		60.34	44.85	58.72	61.39	36.73
GAE2019.08		59.6	42.9	59.5	59.6	34.7
DGI2020.09		59	38.6	—	—	33.6
DeepWalk2022.05		56.2	39.87	47.6	5.48	32.18
TADW2020.09		56	44.1	—	—	33.2
TADW2022.05		55	36.59	41.52	36.5	26.4
K-means2020.09		49.2	31.1	—	—	23
K-means2022.05		49.2	32.1	36.8	36.9	23
DW2019.08		48.4	32.7	39.2	36.1	24.3
DeepWalk2020.09		48.4	32.7	—	—	24.3
DNGR2022.05		44.39	33.31	34.68	27.86	15.86
DNGR2020.09		41.9	31.8	—	—	14.2
AGC-DRR2024.06		40.62	18.74	31.23	—	14.8
SC2019.08		36.7	12.7	31.8	19.3	3.1
Spectral-F2022.05		34.7	14.7	—	—	7.1
GraphEncoder2022.05		32.5	10.9	29.8	18.2	0.6
Spectral-G2022.05		31.46	9.69	29.67	18.07	0.35
vGraph2022.05		28.7	34.5	30.5	—	31.2