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ResearchFormerly WizWand

Graph-level molecular classification on NCI1

0.755MCCESA
0.5210.581750.64250.70325Feb 16, 2024
Updated 8mo ago

Evaluation results

MethodLinks
ESA2024.020.755
ESAevaluation_protocol=mean ± std over 5 runs2024.020.75
GAT2024.020.701
GATevaluation_protocol=mean ± std over 5 runs2024.020.7
PNAevaluation_protocol=mean ± std over 5 runs2024.020.7
GPSevaluation_protocol=mean ± std over 5 runs2024.020.7
PNA2024.020.697
GPS2024.020.697
GIN2024.020.694
DropGINevaluation_protocol=mean ± std over 5 runs2024.020.69
DropGIN2024.020.686
GCN2024.020.682
GATv2evaluation_protocol=mean ± std over 5 runs2024.020.65
GATv22024.020.646
Graphormer2024.020.54
Graphormerevaluation_protocol=mean ± std over 5 runs2024.020.54
TokenGT2024.020.532
TokenGTevaluation_protocol=mean ± std over 5 runs2024.020.53