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Graph-level Cycle Counting on Chordal Cycle Counting (test)

0MAE (3-cycle)

FloydNet

Updated 26d ago

Evaluation Results

Method	Links
FloydNet 2026.01		0	0	0.001	0.001	0	0.001	-	-
FloydNet 2026.01		0	0	0	0	0	0	-	-
Subgraph GNN 2026.01		0.001	0.003	0.09	0.096	0.038	0.065	-	-
Local 2-GNN 2026.01		0.001	0.005	0.01	0.019	0.005	0.014	-	-
Subgraph GNN 2026.05		0.001	0.003	0.09	0.096	-	-	0.038	0.065
Local 2-GNN 2026.05		0.001	0.005	0.01	0.019	-	-	0.005	0.014
Local 2-FGNN 2026.01		0.003	0.004	0.01	0.02	0.003	0.01	-	-
Local 2-FGNN 2026.01		0.003	0.006	0.012	0.022	0.005	0.012	-	-
Local 2-FGNN 2026.05		0.003	0.004	0.01	0.02	-	-	-	-
Local 2-FGNN 2026.05		0.003	0.006	0.012	0.022	-	-	0.005	0.012
FSPECGNN 2026.05		0.003	0.008	0.026	0.045	-	-	0.009	0.033
FSPECGNN 2026.05		0.005	0.018	0.024	0.033	-	-	-	-
Local 2-GNN 2026.01		0.008	0.011	0.017	0.034	0.007	0.016	-	-
Local 2-GNN 2026.05		0.008	0.011	0.017	0.034	-	-	-	-
Subgraph GNN 2026.01		0.01	0.02	0.024	0.046	0.007	0.027	-	-
Subgraph GNN 2026.05		0.01	0.02	0.024	0.046	-	-	-	-
Spec. Inv. GNN 2026.05		0.072	0.072	0.089	0.089	-	-	-	-
MPNN 2026.01		0.358	0.208	0.188	0.146	0.261	0.205	-	-
MPNN 2026.05		0.358	0.208	0.188	0.146	-	-	-	-