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ResearchFormerly WizWand

Graph-level classification on IMDB-B

0.74MCCESA
0.528880.583690.63850.69331Feb 16, 2024
Updated 8mo ago

Evaluation results

MethodLinks
ESAevaluation_protocol=mean ± std over 5 runs2024.020.74
ESA2024.020.738
GATevaluation_protocol=mean ± std over 5 runs2024.020.69
GAT2024.020.688
DropGINevaluation_protocol=mean ± std over 5 runs2024.020.61
TokenGTevaluation_protocol=mean ± std over 5 runs2024.020.61
DropGIN2024.020.608
TokenGT2024.020.606
GCN2024.020.603
GATv2evaluation_protocol=mean ± std over 5 runs2024.020.6
GPSevaluation_protocol=mean ± std over 5 runs2024.020.6
GATv22024.020.6
GPS2024.020.598
Graphormer2024.020.565
PNA2024.020.563
PNAevaluation_protocol=mean ± std over 5 runs2024.020.56
Graphormerevaluation_protocol=mean ± std over 5 runs2024.020.56
GIN2024.020.537