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Benchmarks
Graph Expressivity on BREC Extension Graphs v1
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100
Number
3-WL
38.64
54.57
70.5
86.43
May 7, 2026
Number
Accuracy
Updated 26d ago
Evaluation Results
Method
Method
Links
Number
Accuracy
3-WL
Type=Non-GNNs
2026.05
100
100
N2
Type=Non-GNNs
2026.05
100
100
DSS-GNN
Type=Subgraph GNNs
2026.05
100
100
SUN
Type=Subgraph GNNs
2026.05
100
100
I2-GNN
Type=Subgraph GNNs
2026.05
100
100
PPGN
Type=k-WL GNNs
2026.05
100
100
Invariants (raw)
Type=Ours
2026.05
100
100
Invariants (MLP)
Type=Ours
2026.05
100
100
GNN-AK
Type=Subgraph GNNs
2026.05
97
97
GSN
Type=Substructure GNNs
2026.05
95
95
DropGNN
Type=Random GNNs
2026.05
82
82
OSAN
Type=Random GNNs
2026.05
79
79
NGNN
Type=Subgraph GNNs
2026.05
59
59
SPD-WL
Type=Non-GNNs
2026.05
41
41
Graphormer
Type=Transformer GNNs
2026.05
41
41
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