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ResearchFormerly WizWand

Node Classification on Minesweeper (AUC)

97.5AUCL2G-Net
49.223261.756674.2986.8234Feb 21, 2026
Updated 8mo ago

Evaluation results

MethodLinks
L2G-Net2026.0297.5
Polynormer2026.0297.46
CO-GNNAggregation Function=(µ, µ)2026.0297.31
Stable-ChebNet2026.0295.71
MP-SSM2026.0295.33
GRAMA_GCN2026.0295.27
CO-GNNAggregation Function=(Σ, Σ)2026.0295.09
GCNPositional/Structural Encoding=LapPE2026.0294.26
GPSGCN+PerformerPositional/Structural Encoding=LapPE2026.0293.85
GCNPositional/Structural Encoding=RWSE2026.0293.84
SAGE2026.0293.51
GATPositional/Structural Encoding=LapPE2026.0293.5
GPSGCN+PerformerPositional/Structural Encoding=RWSE2026.0292.88
GATPositional/Structural Encoding=RWSE2026.0292.53
GTArchitecture Variant=sep2026.0292.29
GAT2026.0292.01
GT2026.0291.85
GPSGCN+TransformerPositional/Structural Encoding=LapPE2026.0291.82
GPSGCN+TransformerPositional/Structural Encoding=RWSE2026.0291.17
GMN2026.0291.01
GBK-GNN2026.0290.85
Exphormer2026.0290.74
GPS2026.0290.63
FSGNN2026.0290.08
GPS + Mamba2026.0289.93
GCN2026.0289.75
H2GCN2026.0289.71
JacobiConv2026.0289.66
FAGCN2026.0288.17
Gated-GCN2026.0287.54
GPR-GNN2026.0286.24
NAGphormer2026.0284.19
GOAT2026.0281.09
CPGNN2026.0252.03
GloGNN2026.0251.08