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

Node Classification on Computers Random (test)

85.32Balanced Accuracy (bAcc)UNREAL

Evaluation Results

Method	Links
UNREAL2023.03		85.32	80.43
BIM2023.03		84.03	77.96
GraphSR2023.03		83.82	77.78
GraphENS+TAM2023.03		82.83	76.76
GraphENS2023.03		82.66	76.55
UNREAL2023.03		82.52	78.9
Renode2023.03		81.64	76.87
BalancedSoftmax+TAM2023.03		81.64	75.59
BalancedSoftmax2023.03		81.39	74.54
PC Softmax2023.03		81.34	75.17
GraphSMOTE2023.03		80.5	73.79
Renode+TAM2023.03		80.5	75.79
Re-Weight2023.03		80.49	75.07
GraphENS+TAM2023.03		78.98	73.59
Vanilla2023.03		78.43	77.14
BIM2023.03		77.76	72.09
GraphENS2023.03		77.64	72.65
GraphSR2023.03		77.63	72.56
BIM2023.03		77.01	73.82
GraphSR2023.03		76.79	73.61
GraphENS+TAM2023.03		75.81	72.62
UNREAL2023.03		75.81	71.86
GraphENS2023.03		75.25	71.49
BalancedSoftmax+TAM2023.03		74	70.72
BalancedSoftmax2023.03		73.8	69.74
BalancedSoftmax+TAM2023.03		73.77	71.03
Renode2023.03		72.8	71.4
GraphSMOTE2023.03		72.69	68.73
Renode+TAM2023.03		72.69	70.73
BalancedSoftmax2023.03		72.09	68.38
GraphSMOTE2023.03		71.98	67.98
Renode+TAM2023.03		71.98	70.98
Re-Weight2023.03		71.95	70.67
Vanilla2023.03		71.35	69.6
Renode2023.03		70.94	70.04
PC Softmax2023.03		70.56	67.26
PC Softmax2023.03		69.73	67.03
Re-Weight2023.03		66.5	66.1
Vanilla2023.03		65.3	64.77