Graph Generation on Enzymes (Structural Metrics) benchmark leaderboard · SOTA2 Research

Graph Generation on Enzymes (Structural Metrics)

0.0225ClusteringG3

Evaluation Results

Method	Links
G32026.02		0.0225	0.0854	0.0902	0.0755	0.049	—
SPECTRE2026.02		0.0275	0.0168	0.0796	0.049	0.0236	—
NM-DD2026.03		0.039	0.013	0.01	0.017	—	—
HGDM2026.04		0.041	0.04	0.005	—	—	0.029
HGDM2026.04		0.049	0.045	0.003	—	—	0.035
GDSS2026.04		0.05	0.031	0.003	—	—	0.028
UNSIDE2026.03		0.052	0.01	0.002	0.02	—	—
GDSS2025.02		0.061	0.026	0.009	—	—	0.032
HOG-Diff2025.02		0.061	0.011	0.007	—	—	0.027
GDSS2026.03		0.061	0.026	0.009	—	—	—
GDSS2026.03		0.061	0.026	0.009	—	—	—
GraphRNN2025.02		0.062	0.017	0.046	—	—	0.042
GraphRNN2026.03		0.062	0.017	0.046	—	—	—
GRAPHRNN2026.03		0.062	0.017	0.046	—	—	—
GraphRNN2026.04		0.062	0.017	0.046	—	—	0.042
GDSS2026.04		0.069	0.044	0.002	—	—	0.038
DeFoG2026.02		0.0765	0.722	0.553	1.2	0.465	—
G32026.02		0.0803	0.0934	0.104	0.109	0.0752	—
DiGress2025.02		0.083	0.004	0.002	—	—	0.03
GSDM2026.04		0.086	0.011	0.01	—	—	0.036
GSDM2026.04		0.087	0.012	0.011	—	—	0.037
GPrinFlowNet2025.02		0.088	0.021	0.009	—	—	0.039
GSDM2026.04		0.088	0.013	0.013	—	—	0.038
GDSS2026.04		0.099	0.067	0.007	—	—	0.058
DiRiFM2026.03		0.101	0.007	0.006	0.02	—	—
SPECTRE2025.02		0.195	0.136	0.125	—	—	0.152
EDP-GNN2025.02		0.268	0.023	0.082	—	—	0.124
EDP-GNN2026.04		0.268	0.023	0.082	—	—	0.124
HGDM2026.04		0.5	0.08	0.225	—	—	0.268
HGDM2026.04		0.625	0.125	0.371	—	—	0.374
GDSS2026.04		0.627	0.052	0.249	—	—	0.309
GraphVAE2025.02		0.629	1.369	0.191	—	—	0.73
GraphVAE2026.03		0.629	1.369	0.191	—	—	—
GRAPHVAE2026.03		0.629	1.369	0.191	—	—	—
GraphVAE2026.04		0.629	1.369	0.191	—	—	0.73
DiscDIF2026.03		0.631	0.212	0.515	0.02	—	—
GSDM2026.04		0.867	0.93	0.168	—	—	0.655
GraphDF2025.02		1.061	1.503	0.202	—	—	0.922
GraphDF2026.04		1.061	1.503	0.202	—	—	0.922
GraphAF2025.02		1.283	1.669	0.266	—	—	1.073
GraphAF2026.04		1.283	1.669	0.266	—	—	1.073
NM-DD2026.03		39.857	13.581	10.368	17.449	—	—
UNSIDE2026.03		52.036	10.151	2.686	19.537	—	—
DIRIFM2026.03		100.648	7.437	6.484	19.753	—	—
DISCDIF2026.03		631.122	212.663	515.52	19.607	—	—