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ResearchFormerly WizWand

Graph-level molecular classification on NCI109

0.7MCCESA
0.440.50750.5750.6425Feb 16, 2024
Updated 8mo ago

Evaluation results

MethodLinks
ESA2024.020.7
ESAevaluation_protocol=mean ± std over 5 runs2024.020.7
GIN2024.020.684
DropGIN2024.020.681
DropGINevaluation_protocol=mean ± std over 5 runs2024.020.68
PNA2024.020.67
PNAevaluation_protocol=mean ± std over 5 runs2024.020.67
GCN2024.020.665
GATv22024.020.664
GATevaluation_protocol=mean ± std over 5 runs2024.020.66
GATv2evaluation_protocol=mean ± std over 5 runs2024.020.66
GAT2024.020.658
GPS2024.020.623
GPSevaluation_protocol=mean ± std over 5 runs2024.020.62
Graphormer2024.020.504
Graphormerevaluation_protocol=mean ± std over 5 runs2024.020.5
TokenGT2024.020.453
TokenGTevaluation_protocol=mean ± std over 5 runs2024.020.45