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Graph Classification
Graph classification is a task that categorizes graph-structured data into different classes or categories. The input is a graph, and the objective is to learn a classifier that can accurately predict the category to which the graph belongs. Graph classification has significant application value in areas such as social network analysis, bioinformatics, and recommendation systems.
PROTEINS
HGP-SL
MUTAG
P-WL-C
NCI1
WKPI-kmeans
ENZYMES
DSGCN-allfeat
D&D
IMDb-B
U2GNN (Unsupervised)
Peptides-func
GraphMLPMixer
COLLAB
U2GNN (Unsupervised)
PTC
U2GNN (Unsupervised)
NCI109
WKPI-kcenters
IMDb-M
G-Tuning
CIFAR10 100k
GRIT
MNIST
NeuralWalker
REDDIT-B
CRaWl
UPFD-POL
HGFND
RE-M5K
GIN-0
REDDIT-BINARY
R-GIN + PANDA
UPFD-GOS
UPFD-SAGE
IMDB-BINARY
BP-fMRI-97
IsoNN
HIV-fMRI-77 
IsoNN
HIV-DTI-77
IsoNN
RE-M12K
GFN-light
NEURON-MULTI
WKPI-kcenters
NEURON-BINARY
WKPI-kmeans
HIV dataset
CIN++
Mutagenicity
HGP-SL
FRANKENSTEIN
NEURON-Average
WKPI-kcenters
MalNet-Tiny
GatedGCN+
BBBP
GMT
REDDIT-MULTI-12K
GNN (DiffPool)
ToxCast
GMT
Tox21
GMT
COX2
GIN-0
HIV
GMT
Synthetic Dynamic Networks
Time-cohort Dynamic Features + Static Features
MUV
IPC-grounded
GG-NN
clintox
IPC-lifted
BACE
SIDER
NCI-123
GAM
HYDRIDES
20NEWS
sKNN-LDS
Web
UGraphEmb-F
COIL-RAG
HCP Aging
Cora
sKNN-LDS
CIFAR-10
CKGCN
Citeseer
sKNN-LDS
Pubmed
Fea2Fea-s3
OASIS
NC1
EigenGCN-3
Cancer
sKNN-LDS
ADNI
AIDS
Wine
sKNN-LDS
BZR
GDL-g (ADJ)
REDDIT-12K
G-Tuning
5pt. Bench-Easy
NDP
NCI-83
GAM
UK Biobank Brain MRI
NeuroPath
HIV-fMRI-77
IsoNN
Bench-hard
NDP
NCI33
GAM
MSRC-21 (per-class)
SYNTHIE
CSL
CIN
Digits
sKNN-LDS
REDDIT-MULTI-5k
GraphSAGE