Node Classification on Computers Random rho=25.50 (test) benchmark leaderboard · SOTA2 Research

Node Classification on Computers Random rho=25.50 (test)

85Balanced AccuracyReVar

Evaluation Results

Method	Links
ReVar2023.10		85	82.35
GraphENS + TAM2023.10		82.83	76.76
GraphENS2023.10		82.66	76.55
ReVar2023.10		81.94	80.94
BalancedSoftmax + TAM2023.10		81.64	75.59
Renode2023.10		81.64	76.87
BalancedSoftmax2023.10		81.39	74.54
PC Softmax2023.10		81.34	75.17
ReVar2023.10		80.61	77.49
GraphSMOTE2023.10		80.5	73.79
Renode + TAM2023.10		80.5	75.79
Re-Weight2023.10		80.49	75.07
GraphENS + TAM2023.10		78.98	73.59
Vanilla2023.10		78.43	77.14
GraphENS2023.10		77.64	72.65
GraphENS + TAM2023.10		75.81	72.62
GraphENS2023.10		75.25	71.49
BalancedSoftmax + TAM2023.10		74	70.72
BalancedSoftmax2023.10		73.8	69.74
BalancedSoftmax + TAM2023.10		73.77	71.03
Renode2023.10		72.8	71.4
GraphSMOTE2023.10		72.69	68.73
Renode + TAM2023.10		72.69	70.73
BalancedSoftmax2023.10		72.09	68.38
GraphSMOTE2023.10		71.98	67.98
Renode + TAM2023.10		71.98	70.98
Re-Weight2023.10		71.95	70.67
Vanilla2023.10		71.35	69.6
Renode2023.10		70.94	70.04
PC Softmax2023.10		70.56	67.26
PC Softmax2023.10		69.73	67.03
Re-Weight2023.10		66.5	66.1
Vanilla2023.10		65.3	64.77