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Node Classification on PubMed (test) (Accuracy/AUC-ROC)

89.08Accuracy

Space Optimum

Updated 4d ago

Evaluation Results

Method	Links
Space Optimum 2025.07		89.08
AutoTransfer 2025.07		89.08
DesiGNN 2025.07		89.08
M-DESIGN 2025.07		89.08
NAS-Bench-Graph 2025.07		88.66
RL 2025.07		88.58
GraphNAS 2025.07		88.58
Random 2025.07		88.46
EA 2025.07		88.42
Auto-GNN 2025.07		88.38
KBG 2025.07		88.15
GraphGym 2025.07		87.61
GateGCN+GFSE 2025.04		78.39
GateGCN 2025.04		76.86
GateGCN+RWSE 2025.04		76.11
GPS+GFSE 2025.04		75.13
GateGCN+LapPE 2025.04		74.83
GPS 2025.04		74.26
GPS+GPSE 2025.04		73.71
GPS+LapPE 2025.04		73.68
GPS+RWSE 2025.04		72.87
GateGCN+GPSE 2025.04		71.97
Transformer (TF) 2025.04		66.63
TF+GFSE 2025.04		66.3
TF+LapPE 2025.04		66.27
TF+GPSE 2025.04		65.89
TF+RWSE 2025.04		64.43