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Benchmarks
Node Classification on Pokec (official OGB split)
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74.93
Accuracy
ParaFormer
51.114
57.297
63.48
69.663
Dec 16, 2025
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
ParaFormer
2025.12
74.93
SGFormer
2025.12
73.76
NodeFormer
2025.12
70.32
SIGN
2025.12
68.01
GCN-Nsampler
neighbor sampling opti...
2025.12
63.75
GAT-NSampler
neighbor sampling opti...
2025.12
62.32
GCN
2025.12
62.31
SGC
2025.12
52.03
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