Synthetic Graph Generation on Tree Dataset benchmark leaderboard · SOTA2 Research

Synthetic Graph Generation on Tree Dataset

0.2678Degree SimilarityEDGE

Evaluation Results

Method	Links
EDGE2026.03		0.2678	0	0.7357	0.2247	0.423	850.7	0	7.5	100	0
EDGE2026.02		0.2678	0	0.7357	—	—	—	0	7.5	100	0
GRAN2026.03		0.1884	0.008	0.0199	0.2751	0.3274	607	0	100	100	0
GRAN2026.02		0.1884	0.008	0.0199	—	—	—	0	100	100	0
GraphGen2026.03		0.0105	0	0	0.0153	0.0122	33.2	95	100	100	95
GraphGen2026.02		0.0105	0	0	—	—	—	95	100	100	95
G2PT2026.02		0.002	0	0	—	—	—	—	—	—	99
BwR2026.03		0.0016	0.1239	0.0003	0.048	0.0388	11.4	0	100	100	0
BwR2026.02		0.0016	0.1239	0.0003	—	—	—	0	100	100	0
BiGG2026.03		0.0014	0	0	0.0119	0.0058	5.2	100	87.5	50	75
BiGG2026.02		0.0014	0	0	—	—	—	100	87.5	50	75
Flowette2026.02		0.0005	0	0	—	—	—	100	100	100	100
HSpectre2026.03		0.0004	0	0	0.008	0.0055	2.1	82.5	100	100	82.5
Graph-GRPO2026.03		0.0004	0	0	0.0105	0.0045	2.2	97.5	100	100	97.5
HSpectre2026.02		0.0004	0	0	—	—	—	82.5	100	100	82.5
DiGress2026.03		0.0002	0	0	0.0113	0.0043	1.6	90	100	100	90
DeFoG2026.03		0.0002	0	0	0.0108	0.0046	1.6	96.5	100	100	96.5
DiGress2026.02		0.0002	0	0	—	—	—	90	100	100	90
DeFoG2026.02		0.0002	0	0	—	—	—	96.5	100	100	96.5
Train set2026.03		0.0001	0	0	0.0075	0.003	1	100	100	0	0
HSpectre2026.03		0.0001	0	0	0.0117	0.0047	4	100	100	100	100