List your company
ResearchFormerly WizWand

Graph property prediction on OGBG-CODE2 (val)

18.5F1 ScoreDAG+SAT
13.50814.80416.117.396Feb 7, 2022Mar 22, 2022May 4, 2022Jun 16, 2022Jul 29, 2022Sep 10, 2022Oct 24, 2022
Updated 8mo ago

Evaluation results

MethodLinks
DAG+SATTime(epoch)=681s2022.1018.5
k-subtree SAT-GCNBackbone=GCN, Structure-Awareness=k-subtree2022.0217.77
k-subtree SAT-PNABackbone=PNA, Structure-Awareness=k-subtree2022.0217.73
SATTime(epoch)=2437s2022.1017.7
DAG+GraphGPSTime(epoch)=608s2022.1017.6
k-subtree SAT-GINBackbone=GIN, Structure-Awareness=k-subtree2022.0217.48
DAG+TransformerTime(epoch)=591s2022.1017.4
GraphGPSTime(epoch)=1919s2022.1017.4
DAG+GraphTransTime(epoch)=526s2022.1017
GraphTrans2022.0216.61
GraphTransTime(epoch)=1117s2022.1016.6
PACETime(epoch)=2410s2022.1016.3
DAGNNTime(epoch)=6018s2022.1016.1
TransformerTime(epoch)=1817s2022.1015.5
Transformer2022.0215.46
GCN-Virtual NodeVirtual Node=true2022.0214.61
GCN-VirtualTime(epoch)=198s2022.1014.6
PNATime(epoch)=427s2022.1014.5
GIN-VirtualTime(epoch)=155s2022.1014.4
GATTime(epoch)=134s2022.1014.4
GIN-Virtual NodeVirtual Node=true2022.0214.39
GCNTime(epoch)=127s2022.1014
GCN2022.0213.99
GIN2022.0213.76
GINTime(epoch)=181s2022.1013.7