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ResearchFormerly WizWand

Graph Classification on IMDB-M (MCC)

0.25MCCESA
0.02120.08060.140.1994Feb 16, 2024
Updated 8mo ago

Evaluation results

MethodLinks
ESAevaluation_protocol=mean ± std over 5 runs2024.020.25
ESA2024.020.247
GPS2024.020.232
GPSevaluation_protocol=mean ± std over 5 runs2024.020.23
Graphormer2024.020.222
Graphormerevaluation_protocol=mean ± std over 5 runs2024.020.22
GCN2024.020.216
GAT2024.020.203
GATv22024.020.202
TokenGT2024.020.202
GATevaluation_protocol=mean ± std over 5 runs2024.020.2
GATv2evaluation_protocol=mean ± std over 5 runs2024.020.2
TokenGTevaluation_protocol=mean ± std over 5 runs2024.020.2
DropGINevaluation_protocol=mean ± std over 5 runs2024.020.12
GIN2024.020.119
DropGIN2024.020.117
PNA2024.020.034
PNAevaluation_protocol=mean ± std over 5 runs2024.020.03