List your company
ResearchFormerly WizWand

Graph-level molecular classification on BBBP

0.84MCCESA
0.53840.61670.6950.7733Feb 16, 2024
Updated 8mo ago

Evaluation results

MethodLinks
ESAevaluation_protocol=mean ± std over 5 runs2024.020.84
ESA2024.020.835
GAT2024.020.744
GATevaluation_protocol=mean ± std over 5 runs2024.020.74
PNA2024.020.731
GATv2evaluation_protocol=mean ± std over 5 runs2024.020.73
PNAevaluation_protocol=mean ± std over 5 runs2024.020.73
GATv22024.020.728
GPS2024.020.705
GIN2024.020.704
GPSevaluation_protocol=mean ± std over 5 runs2024.020.7
DropGIN2024.020.685
DropGINevaluation_protocol=mean ± std over 5 runs2024.020.68
GCN2024.020.674
TokenGTevaluation_protocol=mean ± std over 5 runs2024.020.58
TokenGT2024.020.578
Graphormer2024.020.552
Graphormerevaluation_protocol=mean ± std over 5 runs2024.020.55