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Molecular Generation on QM9 (test)

99.93Validity

MiCaM

Updated 1mo ago

Evaluation Results

Method	Links
MiCaM 2025.02		99.93	93.89	1.045	-	-	-	100	83.25	0.001
GSDM 2025.02		99.9	-	2.65	-	-	-	100	-	0.003
CatFlow 2024.06		99.81	99.95	0.441	-	-	-	-	-	-
CatFlow 2025.02		99.81	99.95	0.441	-	-	-	100	-	-
Cometh 2025.02		99.59	96.75	0.248	-	-	-	100	72.06	0.0005
DeFoG 2025.02		99.26	96.61	0.268	-	-	-	100	72.57	0.0005
Dirichlet FM 2024.06		99.1	98.15	0.888	-	-	-	-	-	-
Digress 2024.06		99	96.2	-	-	-	-	-	-	-
DiGress 2025.02		99	96.66	0.36	-	-	-	100	33.4	0.0005
HOG-Diff 2025.02		98.74	97.14	0.172	-	-	-	100	75.12	0.0003
Data 2022.03		97.7	-	-	97.7	-	-	-	-	-
EDM 2022.03		97.5	-	-	94.3	-	-	-	-	-
GDSS 2024.06		95.72	98.46	2.9	-	-	-	-	-	-
GDSS 2025.02		95.72	98.46	2.9	-	-	-	100	86.27	0.003
Flow Matching 2024.06		94.1	98.2	5.155	-	-	-	-	-	-
GraphDF 2025.02		93.88	98.58	10.928	-	-	-	100	98.54	0.064
EDM 2022.03		91.9	-	-	90.7	-	-	-	-	-
MoFlow 2024.06		91.36	98.65	4.467	-	-	-	-	-	-
MoFlow 2025.02		91.36	98.65	4.467	-	-	-	100	94.72	0.017
GDM-aug 2022.03		90.4	-	-	89.5	-	-	-	-	-
GraphArm 2025.02		90.25	95.62	1.22	-	-	-	100	70.39	0.002
SPECTRE 2025.02		87.3	35.7	47.96	-	-	-	100	97.28	0.163
G-Schnet 2022.03		85.5	-	-	80.3	-	-	-	-	-
GTVAE 2022.03		74.6	-	-	16.8	-	-	-	-	-
GraphAF 2025.02		74.43	88.64	5.625	-	-	-	100	86.59	0.021
Set2GraphVAE 2022.03		59.9	-	-	56.2	-	-	-	-	-
Graph VAE 2022.03		55.7	-	-	42.3	-	-	-	-	-
EDP-GNN 2024.06		47.52	99.25	2.68	-	-	-	-	-	-
EDP-GNN 2025.02		47.52	99.25	2.68	-	-	-	100	86.58	0.005
E-NF 2022.03		40.2	-	-	39.4	-	-	-	-	-
GraphEBM 2024.06		8.22	97.9	6.143	-	-	-	-	-	-
GraphEBM 2025.02		8.22	97.9	6.143	-	-	-	100	97.01	0.03
ENF 2026.01		-	-	-	39.4	85	4.9	-	-	-
G-SchNet 2026.01		-	-	-	80.3	95.7	68.1	-	-	-
GDM 2026.01		-	-	-	-	97	63.2	-	-	-
EDM 2026.01		-	-	-	90.7	98.7	82.6	-	-	-
MolField 2026.01		-	-	-	91.3	97.2	83.7	-	-	-
Current SOTA 2026.01		-	-	-	95.3	97.6	87.7	-	-	-