Graph Classification
Benchmark List
All benchmarks related to this task
20news
Best model: sKNN-LDS
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5pt-bench-easy
Best model: NDP
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bbbp
Best model: GTOT-Tuning
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bench-hard
Best model: NDP
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bp-fmri-97
Best model: IsoNN
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bzr
Best model: GDL-g (ADJ)
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cancer
Best model: sKNN-LDS
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cifar-10
Best model: CKGCN
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cifar10-100k
Best model: NeuralWalker
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citeseer
Best model: sKNN-LDS
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collab
Best model: U2GNN (Unsupervised)
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cora
Best model: sKNN-LDS
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cox2
Best model: GDL-g (ADJ)
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csl
Best model: CIN
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digits
Best model: sKNN-LDS
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enzymes
Best model: DSGCN-allfeat
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hiv
Best model: GTOT-Tuning
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hiv-dataset
Best model: CIN++
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hiv-dti-77
Best model: IsoNN
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hiv-fmri-77
Best model: IsoNN
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hiv-fmri-77-1
Best model: IsoNN
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imdb-b
Best model: U2GNN (Unsupervised)
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imdb-m
Best model: G-Tuning
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ipc-grounded
Best model: GG-NN
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malnet-tiny
Best model: GatedGCN+
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mnist
Best model: NeuralWalker
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mutag
Best model: G-Tuning
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mutagenicity
Best model: HGP-SL
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nc1
Best model: EigenGCN-3
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nci-123
Best model: GAM
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nci-83
Best model: GAM
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nci1
Best model: TFGW ADJ (L=2)
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nci109
Best model: WKPI-kcenters
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nci33
Best model: GAM
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neuron-average
Best model: WKPI-kcenters
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neuron-binary
Best model: WKPI-kmeans
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neuron-multi
Best model: WKPI-kcenters
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peptides-func
Best model: GraphMLPMixer
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proteins
Best model: G-Tuning
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ptc
Best model: U2GNN (Unsupervised)
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pubmed
Best model: Fea2Fea-s3
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re-m12k
Best model: GFN-light
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re-m5k
Best model: GIN-0
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reddit-12k
Best model: G-Tuning
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reddit-b
Best model: CRaWl
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reddit-binary
Best model: R-GIN + PANDA
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reddit-multi-12k
Best model: GNN (DiffPool)
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reddit-multi-5k
Best model: GraphSAGE
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synthetic-dynamic-networks
Best model: Time-cohort Dynamic Features + Static Features
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tox21-1
Best model: GMT
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toxcast
Best model: GMT
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uk-biobank-brain-mri
Best model: NeuroPath
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upfd-gos
Best model: UPFD-SAGE
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upfd-pol
Best model: HGFND
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web
Best model: UGraphEmb-F
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wine
Best model: sKNN-LDS
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adni
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aids
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bace
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clintox
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coil-rag
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d-d
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frankenstein
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hcp-aging
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hydrides
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imdb-binary
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ipc-lifted
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msrc-21-per-class
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muv
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oasis
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sider
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synthie
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