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ResearchFormerly WizWand

Multi-label Graph Classification on PEPTIDES-FUNC Long-Range Graph Benchmark (test)

70.74APCRAWL
54.349658.604862.8667.1152Feb 17, 2021Jul 22, 2021Dec 25, 2021May 30, 2022Nov 2, 2022Apr 7, 2023Sep 10, 2023
Updated 8mo ago

Evaluation results

MethodLinks
CRAWLl (number of walks)=100, window size s=162021.0270.74
SAN2021.0264.39
SANPositional Encoding=RWSE2023.0964.39
SANPositional Encoding=LapPE2023.0963.84
TRANSFORMER2021.0263.26
TransformerPositional Encoding=LapPE2023.0963.26
GATEDGCN2021.0260.69
GatedGCNPositional Encoding=RWSE2023.0960.69
2-DRFWL(2) GNN2023.0959.53
GCN2021.0259.3
GCN2023.0959.3
GatedGCN2023.0958.64
GCNII2023.0955.43
GINE2021.0254.98
GINE2023.0954.98