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Benchmarks
Node Classification on Amazon2M
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89.36
Accuracy
ParaFormer
80.6448
82.9074
85.17
87.4326
Dec 16, 2025
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
ParaFormer
2025.12
89.36
SGFormer
2025.12
89.09
NodeFormer
2025.12
87.85
GAT-NSampler
neighbor sampling opti...
2025.12
85.17
GCN
2025.12
83.9
GCN-Nsampler
neighbor sampling opti...
2025.12
83.84
SGC
2025.12
81.21
SIGN
2025.12
80.98
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