Synthetic Graph Generation on Planar Dataset benchmark leaderboard · SOTA2 Research

Synthetic Graph Generation on Planar Dataset

56.1Degree StatisticDISCDIF

Evaluation Results

Method	Links
DISCDIF2026.03		56.1	294	1,410	85.1	—	—	0	—	—	—
NM-DD2026.03		14.1	363	27.2	6.9	—	—	98	—	—	—
DIRIFM2026.03		6.4	196.5	45	21.7	—	—	0	—	—	—
SID2026.03		5.9	163.4	19.1	7.6	—	—	91.3	—	—	—
NM-CD2026.03		1.2	226.3	45.8	22	—	—	0	—	—	—
DIGRESS2026.03		0.71	45.4	1.31	8.4	—	—	45.5	—	—	—
DEFOG2026.03		0.5	50.1	0.6	7.2	—	—	99.5	—	—	—
GRUM2026.03		0.38	40.7	6.42	7.9	—	—	91	—	—	—
UNSIDE2026.03		0.36	39.9	0.78	7.1	—	—	100	—	—	—
TRAIN.2026.03		0.25	36.6	0.8	6.6	—	—	100	—	—	—
EDGE2026.03		0.0761	32.29	0.7737	0.0957	0.3627	431.4	0	100	100	0
GraphGen2026.03		0.0328	21.06	0.4236	0.043	0.0989	210.3	7.5	100	100	7.5
BwR2026.03		0.0231	25.96	0.5473	0.0444	0.1314	251.9	0	100	100	0
GraphRNN2026.03		0.0049	27.79	1.2543	0.0459	0.1034	490.2	0	100	100	0
GRAN2026.03		0.0007	4.26	0.0009	0.0075	0.0019	2	97.5	85	2.5	0
DiGress2026.03		0.0007	7.8	0.0079	0.0098	0.0031	5.1	77.5	100	100	77.5
BiGG2026.03		0.0007	5.7	0.0367	0.0105	0.0052	16	62.5	85	42.5	5
Cometh - PC2026.03		0.0006	4.34	0.0016	0.0049	—	—	99.5	100	100	99.5
SPECTRE2026.03		0.0005	7.85	0.0012	0.0112	0.0059	3	25	100	100	25
HSpectre2026.03		0.0005	6.26	0.0017	0.0075	0.0013	2.1	95	100	100	95
DeFoG2026.03		0.0005	5.01	0.0006	0.0072	0.0014	1.6	99.5	100	100	99.5
GruM2026.03		0.0004	3.01	0.0002	0.0104	0.002	1.8	—	—	—	90
HSpectre2026.03		0.0003	2.45	0.0006	0.0104	0.003	1.7	67.5	100	100	67.5
CatFlow2026.03		0.0003	4.03	0.0008	—	—	—	—	—	—	80
Train set2026.03		0.0002	3.1	0.0005	0.0038	0.0012	1	100	100	0	0
DisCo2026.03		0.0002	4.03	0.0009	—	—	—	83.6	100	100	83.6
Graph-GRPO2026.03		0.0002	3.25	0.0012	0.0067	0.0013	1.5	95	100	100	95