Hypergraph Generation on NDC-substances benchmark leaderboard · SOTA2 Research

Hypergraph Generation on NDC-substances

0.0001RMSE (Mean)HYGENE

Evaluation Results

Method	Links
HYGENE2026.05		0.0001	0	17.6087	1.5076	0.0823	0.2734	132.4381	0.0001
HYVINT2026.05		0.0001	0	3.2779	0.6178	0.0811	0.0265	138.6225	0.0001
HYVINT2026.05		0.0001	0	4.0115	0.6444	0.0784	0.0708	397.2751	0
HYGENE2026.05		0.0002	0	17.1444	1.1215	0.0818	0.2048	1,360.7669	0.0001
HYVINT2026.05		0.0002	0	3.8155	0.5634	0.0809	0.0267	138.7071	0.0001
DDE2026.05		0.0003	0	31.9541	1.8089	0.0826	0.3891	2,077.1121	0.0001
HYGENE2026.05		0.0003	0	29.1566	1.4094	0.0823	0.2501	1,282.9586	0.0001
DDE2026.05		0.0004	0	38.7951	2.0846	0.0843	0.3911	2,096.1125	0.0001
DDE2026.05		0.0004	0	42.5526	2.1877	0.0855	0.3933	2,117.7135	0.0001
Gau-Diff2026.05		0.0018	0	39.1363	1.8491	0.1099	0.123	698.1353	0.0001
Gau-Diff2026.05		0.0018	0	42.9002	1.7363	0.08	0.1381	698.2839	0.0001
Gau-Diff2026.05		0.0018	0	36.8749	1.6728	0.0794	0.1188	694.2791	0.0001
NMF-Diff2026.05		0.0055	0.0001	49.1795	0.8491	0.1051	0.1124	667.35	0.0001
NMF-Diff2026.05		0.0076	0.0001	48.5549	0.8491	0.1051	0.1124	667.35	0.0001
NMF-Diff2026.05		0.01	0.0001	51.7	0.8491	0.1051	0.1124	667.35	0.0001
Ber-Diff2026.05		0.0598	0	414.3829	18.1009	0.1148	0.1358	692.1738	0.0001
Ber-Diff2026.05		0.0613	0.0001	453.9153	15.2973	0.1524	0.1343	683.2658	0.0001
Ber-Diff2026.05		0.0628	0	462.904	19.1727	0.1095	0.123	698.0142	0.0001