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ResearchFormerly WizWand

Graph-level classification on MNIST

0.99MCCESA
0.955680.964590.97350.98241Feb 16, 2024
Updated 8mo ago

Evaluation results

MethodLinks
ESAevaluation_protocol=mean ± std over 5 runs2024.020.99
ESA2024.020.986
GATv2evaluation_protocol=mean ± std over 5 runs2024.020.98
PNAevaluation_protocol=mean ± std over 5 runs2024.020.98
GPSevaluation_protocol=mean ± std over 5 runs2024.020.98
GPS2024.020.98
GATv22024.020.979
PNA2024.020.978
GAT2024.020.972
DropGINevaluation_protocol=mean ± std over 5 runs2024.020.97
GATevaluation_protocol=mean ± std over 5 runs2024.020.97
DropGIN2024.020.97
GIN2024.020.965
GCN2024.020.957