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ResearchFormerly WizWand

Node Classification on Brazil (Micro F1)

53.56Micro F1APT-R
37.783241.879145.97550.0709Nov 2, 2023
Updated 8mo ago

Evaluation results

MethodLinks
APT-RProtocol=fine-tuning2023.1153.56
APT-GProtocol=fine-tuning2023.1153.02
APT-L2Protocol=fine-tuning2023.1152.94
APTProtocol=fine-tuning2023.1152.15
GraphCLProtocol=fine-tuning, Initialization=pretrained2023.1151.05
GCCProtocol=fine-tuning, Initialization=random2023.1150.95
APT-PProtocol=fine-tuning2023.1150.05
DGI2023.1149.85
GAE2023.1149.26
GraphSAGE2023.1149.2
APT-L2Protocol=freezing2023.1148.76
GCCProtocol=fine-tuning, Initialization=pretrained2023.1148.32
DeepWalk2023.1147.67
APTProtocol=freezing2023.1147.37
APT-PProtocol=freezing2023.1147.33
ProNE2023.1147.32
GCCProtocol=freezing2023.1146.87
APT-RProtocol=freezing2023.1146.8
APT-GProtocol=freezing2023.1146.53
JOAOProtocol=fine-tuning, Initialization=random2023.1145.26
GraphCLProtocol=fine-tuning, Initialization=random2023.1144.21
JOAOProtocol=freezing2023.1143.16
GraphCL-APTProtocol=Fine-tune2023.1142.93
GraphCLInitialization=Pre-trained, Protocol=Fine-tune2023.1142.91
JOAO-APTProtocol=Fine-tune2023.1142.8
JOAOInitialization=Pre-trained, Protocol=Fine-tune2023.1142.21
JOAOProtocol=fine-tuning, Initialization=pretrained2023.1142.11
JOAOInitialization=Random, Protocol=Fine-tune2023.1142.01
GraphCLProtocol=freezing2023.1141.05
GraphCLInitialization=Random, Protocol=Fine-tune2023.1140.73
Random2023.1139.77
struc2vec2023.1138.39