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Benchmarks
Node Classification on Synthetic chain graphs length 200 (test)
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100
Micro-F1
Higher-order Transformer
45.6912
59.7906
73.89
87.9894
Oct 27, 2021
Micro-F1
Macro-F1
Updated 4d ago
Evaluation Results
Method
Method
Links
Micro-F1
Macro-F1
Higher-order Transformer
Layers=Sparse (S), Glo...
2021.10
100
100
Higher-order Transformer
Layers=Sparse (S), Att...
2021.10
100
100
GIN-0
2021.10
53.72
36.22
Higher-order Transformer
Layers=Sparse (S), Glo...
2021.10
53.72
36.22
MLP_pi
variant=Sparse
2021.10
53.5
36.04
Higher-order Transformer
Layers=Sparse (S), Att...
2021.10
50.77
35.22
GCN
2021.10
47.78
33.58
GAT
2021.10
47.78
33.58
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