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Graph-level Homomorphism Counting on Homomorphism Counting Dataset

0MAE (Triangle)

FloydNet

Updated 26d ago

Evaluation Results

Method	Links
FloydNet 2026.01		0	0.001	0.001	-	-	-
FloydNet 2026.01		0	0	0	-	-	-
Local 2-FGNN 2026.01		0.003	0.005	0.004	-	-	-
Subgraph GNN 2026.01		0.003	0.058	0.048	-	-	-
Local 2-GNN 2026.01		0.005	0.006	0.008	-	-	-
Local 2-FGNN 2026.01		0.007	0.007	0.008	-	-	-
Local 2-GNN 2026.01		0.008	0.008	0.01	-	-	-
Subgraph GNN 2026.01		0.011	0.015	0.012	-	-	-
MPNN (GIN) 2026.01		0.3	0.233	0.254	-	-	-
MPNN 2026.05		-	-	-	0.3	0.233	0.254
Spec. Inv. GNN 2026.05		-	-	-	0.045	0.048	-
Subgraph GNN 2026.05		-	-	-	0.011	0.015	0.012
Local 2-GNN 2026.05		-	-	-	0.008	0.008	0.01
Local 2-FGNN 2026.05		-	-	-	0.003	0.005	0.004
FSPECGNN 2026.05		-	-	-	0.006	0.009	0.008