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ResearchFormerly WizWand

Graph Classification on PROTEIN (accuracy)

84.91AccuracySOTA
60.355666.730373.10579.4797May 23, 2018Jun 15, 2019Jul 8, 2020Aug 1, 2021Aug 24, 2022Sep 17, 2023Oct 10, 2024
Updated 8mo ago

Evaluation results

MethodLinks
SOTA2024.1084.91
FSW-GNN2024.1076.93
SortMPNN2024.1076.46
SHORTEST-PATHMethod category=Kernel2018.1076.4
WL-OA2018.1176.4
GIN-0Category=GNN2021.0276.31
GIN2024.1076.2
GCN2024.1076
P-WL-UC2019.0475.9
PATCHYSANMethod category=GNN2018.1075.9
1-2-3-GNNTuning status=No Tuning, Method category=GNN2018.1075.9
GraphSage2024.1075.9
RetGK2019.0475.8
RetGk2018.1175.8
DGK2019.0475.7
DGK2018.1175.7
WKPI-KM2019.0475.5
DGCNNMethod category=GNN2018.1075.5
1-2-3-GNNTuning status=Tuned, Method category=GNN2018.1075.5
WL-OAMethod category=Kernel2018.1075.3
PF2019.0475.2
2-WLMethod category=Kernel2018.1075.2
AdaptMPNN2024.1075.12
PSCN2019.0475
PSCN2018.1175
PSCNCategory=GNN2021.0274.96
GDL-gCategory=OT (Ours), Graph Representation=SP2021.0274.86
3-WLMethod category=Kernel2018.1074.7
GDL-gCategory=OT (Ours), Graph Representation=ADJ2021.0274.59
FGW SPAttributes=Vector, Kernel=Shortest Path2018.0574.55
FGWKCategory=OT, Graph Representation=SP2021.0274.34
1-WLMethod category=Kernel2018.1073.8
LDPextra node feature=label2018.1173.7
GWF-rCategory=OT, Graph Representation=ADJ2021.0273.64
S-GWKCategory=OT, Graph Representation=ADJ2021.0273.51
FGSD2018.1173.4
WKPI-KC2019.0473.2
GWF-fCategory=OT, Graph Representation=ADJ2021.0273.06
GDL-wCategory=OT (Ours), Graph Representation=SP2021.0272.95
GRAPHLETMethod category=Kernel2018.1072.9
LDPextra node feature=none2018.1172.7
FGWKCategory=OT, Graph Representation=ADJ2021.0272.41
1-GNNTuning status=Tuned, Method category=GNN2018.1072.2
GDL-wCategory=OT (Ours), Graph Representation=ADJ2021.0272.13
HOPPERKCategory=Kernels2021.0272.07
HOPPERKAttributes=Vector2018.0571.96
PSCNAttributes=Vector, K=52018.0571.79
GK2018.1171.7
WL2019.0471.2
WL2018.1171.2
1-GNNTuning status=No Tuning, Method category=GNN2018.1070.7
PSCNAttributes=Vector, K=102018.0567.95
PROPAKCategory=Kernels2021.0261.73
PROPAKAttributes=Vector2018.0561.34
DCNNMethod category=GNN2018.1061.3