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ResearchFormerly WizWand

Node Classification on dd242

79.67Micro F1APT
23.374837.989952.60567.2201Nov 2, 2023
Updated 8mo ago

Evaluation results

MethodLinks
APTProtocol=fine-tuning2023.1179.67
APT-RProtocol=fine-tuning2023.1179.14
APT-PProtocol=fine-tuning2023.1178.99
APT-L2Protocol=fine-tuning2023.1178.75
APT-GProtocol=fine-tuning2023.1177.6
GraphCL-APTProtocol=Fine-tune2023.1175.14
JOAOInitialization=Pre-trained, Protocol=Fine-tune2023.1175
JOAOProtocol=fine-tuning, Initialization=pretrained2023.1175
GCCProtocol=fine-tuning, Initialization=pretrained2023.1174.46
GraphCLInitialization=Pre-trained, Protocol=Fine-tune2023.1173.57
GraphCLProtocol=fine-tuning, Initialization=pretrained2023.1173.57
APTProtocol=freezing2023.1173.39
JOAO-APTProtocol=Fine-tune2023.1172.29
JOAOInitialization=Random, Protocol=Fine-tune2023.1172.14
JOAOProtocol=fine-tuning, Initialization=random2023.1172.14
JOAOProtocol=freezing2023.1171.22
APT-L2Protocol=freezing2023.1169.82
APT-GProtocol=freezing2023.1168.69
APT-RProtocol=freezing2023.1168.12
GraphSAGE2023.1167.93
GCCProtocol=freezing2023.1167.47
APT-PProtocol=freezing2023.1166.55
GraphCLInitialization=Random, Protocol=Fine-tune2023.1164.43
GraphCLProtocol=fine-tuning, Initialization=random2023.1164.43
GCCProtocol=fine-tuning, Initialization=random2023.1158.51
GAE2023.1157.88
DGI2023.1156.44
GraphCLProtocol=freezing2023.1150.71
ProNE2023.1150.24
DeepWalk2023.1143.16
Random2023.1132.16
struc2vec2023.1125.54