Molecule Generation on ZINC250k (Valid, NSPDK, FCD) benchmark leaderboard · SOTA2 Research

Molecule Generation on ZINC250k (Valid, NSPDK, FCD)

100ValidityTRAIN.

Evaluation Results

Method	Links
TRAIN.2026.03		100	0.1	1.13
TRAIN.2026.03		100	0.1	1.13
UNSIDE2026.03		99.98	1	1.79
NM-DD2026.03		99.92	3.48	2.65
FragFM2025.02		99.81	0.0002	0.63
GGFlow2025.02		99.63	0.001	1.455
SID2026.03		99.5	2.01	2.06
SID2026.03		99.5	2.01	2.06
DFM2026.03		99.41	0.55	1.48
HDFM2026.03		99.3	0.43	1.23
HDFM-R2026.03		99.28	0.376	1.25
GRABFN2026.03		99.22	1.3	2.12
GRABFN2026.03		99.22	1.3	2.12
DEFOG2026.03		99.22	0.8	1.43
HDFM2026.03		99.17	0.5	1.26
HDFM2026.03		98.82	0.64	1.34
GRUM2026.03		98.65	1.5	2.26
GRUM2026.03		98.65	1.5	2.26
GruM2025.02		98.32	0.0023	2.235
DIRIFM2026.03		97.32	1.93	2.79
GDSS2025.02		97.12	0.0192	14.032
DIGRESS2026.03		94.99	2.1	3.48
DIGRESS2026.03		94.99	2.1	3.48
DiGress2025.02		94.98	0.0021	3.482
MolHF2025.02		94.75	0.0709	22.23
GSDM2025.02		92.57	0.0168	12.435
GraphDF2025.02		89.72	0.1737	33.899
SwinGNN2025.02		86.16	0.0047	4.398
SPARSEDIFF2026.03		76.05	55.1	15.82
DISCDIF2026.03		74.17	4.08	4.78
GraphAF2025.02		67.92	0.0432	16.128
NM-CD2026.03		57.96	13.65	9.51