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ResearchFormerly WizWand

Graph Regression on ZINC 12k graphs v1 (test)

0.07MAEGPS
0.054040.161770.26950.37723Jun 23, 2021Sep 23, 2021Dec 24, 2021Mar 26, 2022Jun 26, 2022Sep 26, 2022Dec 27, 2022
Updated 8mo ago

Evaluation results

MethodLinks
GPS2022.120.07
Graph MLP-Mixer2022.120.073
CINEdge Features=With2021.060.079
CIN2022.120.079
GNN-AK+2022.120.08
SUN2022.120.084
Graph ViT2022.120.085
CIN-smallEdge Features=With, Parameter Budget=100k2021.060.094
GSNEdge Features=With2021.060.108
CINEdge Features=No2021.060.115
Graphormer2022.120.122
GSNEdge Features=No2021.060.139
CIN-smallEdge Features=No, Parameter Budget=100k2021.060.139
SAN+LapPE2022.120.139
HIMPEdge Features=With2021.060.151
DGNEdge Features=With2021.060.168
PNAEdge Features=With2021.060.188
GraphiT2022.120.202
DGNEdge Features=No2021.060.219
GT2022.120.226
GINEdge Features=With2021.060.252
PNAEdge Features=No2021.060.32
GatedGCNEdge Features=With2021.060.363
GINEdge Features=No2021.060.408
GatedGCNEdge Features=No2021.060.422
GATEdge Features=No2021.060.463
GCNEdge Features=No2021.060.469