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ResearchFormerly WizWand

Node Classification on dd687

20.3Micro F1APT
6.17689.843413.5117.1766Nov 2, 2023
Updated 8mo ago

Evaluation results

MethodLinks
APTProtocol=fine-tuning2023.1120.3
APT-L2Protocol=fine-tuning2023.1117.83
APT-GProtocol=fine-tuning2023.1117.78
APT-RProtocol=fine-tuning2023.1117.43
APT-PProtocol=fine-tuning2023.1116.4
GraphCLInitialization=Random, Protocol=Fine-tune2023.1114.69
GraphCLProtocol=fine-tuning, Initialization=random2023.1114.69
GraphCL-APTProtocol=Fine-tune2023.1114.51
GCCProtocol=fine-tuning, Initialization=pretrained2023.1113.87
DGI2023.1113.57
GraphSAGE2023.1113.55
GraphCLInitialization=Pre-trained, Protocol=Fine-tune2023.1113.51
GraphCLProtocol=fine-tuning, Initialization=pretrained2023.1113.51
GAE2023.1113.43
GCCProtocol=fine-tuning, Initialization=random2023.1113.16
APT-L2Protocol=freezing2023.1112.68
APT-PProtocol=freezing2023.1112.48
APT-RProtocol=freezing2023.1112.42
JOAOProtocol=freezing2023.1112.36
APTProtocol=freezing2023.1112.08
APT-GProtocol=freezing2023.1111.98
GCCProtocol=freezing2023.1111.95
struc2vec2023.1110.3
GraphCLProtocol=freezing2023.119.36
JOAO-APTProtocol=Fine-tune2023.119.32
Random2023.118.29
JOAOInitialization=Random, Protocol=Fine-tune2023.118.08
JOAOProtocol=fine-tuning, Initialization=random2023.118.08
ProNE2023.117.73
JOAOInitialization=Pre-trained, Protocol=Fine-tune2023.117.56
JOAOProtocol=fine-tuning, Initialization=pretrained2023.117.56
DeepWalk2023.116.72