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Graph Classification on ogbg-molpcba

29.3APGNN-AK+
19.73222.21624.727.184Dec 14, 2020Nov 5, 2021Sep 28, 2022Aug 21, 2023Jul 12, 2024Jun 4, 2025Apr 27, 2026
Updated 6mo ago

Evaluation results

MethodLinks
GNN-AK+backbone=GIN2021.1029.3
GIN-AK2022.1029.3
GNN-AK+backbone=GIN, Sampling=SubgraphDrop2021.1029.16
DGN2021.1028.85
GNN-AK+backbone=PNA*2021.1028.85
GNN-AK+backbone=PNA*, Sampling=SubgraphDrop2021.1028.8
GDGINBackbone=GIN2022.1028.59
GNN-AK+backbone=GCN2021.1028.46
GNN-AK+backbone=GCN, Sampling=SubgraphDrop2021.1028.4
LSPE2022.1028.4
PNA2021.1028.38
Nested-GIN2022.1028.32
HGODE2026.0427.8
GNN-AKbackbone=GIN2021.1027.4
PNA*2021.1027.37
GIN2022.1027.03
GCN+2026.0426.9
GIN2021.1026.82
FLODE2026.0426.7
DRAGON2026.0426.6
GCNII2026.0426.5
Sheaf Diff.2026.0426.3
GREAD-Exp2026.0426.2
HGODEvariant=w/o topo. search2026.0426.2
GRAND2026.0426
FROND2026.0426
HGODEvariant=w/o force margin2026.0426
GREAD-BS2026.0425.7
HGODEvariant=w/o hysteresis2026.0425.4
CGNN2026.0425.2
GDE2026.0424.7
BuNN2026.0424.5
GCN2021.1023.85
ACMP2026.0422.6
GCN2026.0420.4
multi-head GATheads=3, 4, or 52020.1220.1