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Benchmarks
Inductive Node Classification on PPI
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99.53
micro-F1
GCNII
49.5788
62.5469
75.515
88.4831
Mar 17, 2026
micro-F1
Updated 1mo ago
Evaluation Results
Method
Method
Links
micro-F1
GCNII
2026.03
99.53
GraphSAINT
2026.03
99.5
GCNIII
2026.03
99.5
SpecFormer
2026.03
99.5
GIST
2026.03
99.5
Cluster-GCN
2026.03
99.36
GraphGPS
2026.03
99.1
GaAN
2026.03
98.7
GAT
2026.03
97.3
GATv2
2026.03
96.3
GraphSAGE
2026.03
61.2
GCN
variant=base
2026.03
51.5
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