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Synthetic Graph Generation on Planar Dataset

56.1Degree Statistic

DISCDIF

Updated 18d ago

Evaluation Results

Method	Links
DISCDIF 2026.03		56.1	294	1,410	85.1	-	-	0	-	-	-
NM-DD 2026.03		14.1	363	27.2	6.9	-	-	98	-	-	-
DIRIFM 2026.03		6.4	196.5	45	21.7	-	-	0	-	-	-
SID 2026.03		5.9	163.4	19.1	7.6	-	-	91.3	-	-	-
NM-CD 2026.03		1.2	226.3	45.8	22	-	-	0	-	-	-
DIGRESS 2026.03		0.71	45.4	1.31	8.4	-	-	45.5	-	-	-
DEFOG 2026.03		0.5	50.1	0.6	7.2	-	-	99.5	-	-	-
GRUM 2026.03		0.38	40.7	6.42	7.9	-	-	91	-	-	-
UNSIDE 2026.03		0.36	39.9	0.78	7.1	-	-	100	-	-	-
TRAIN. 2026.03		0.25	36.6	0.8	6.6	-	-	100	-	-	-
EDGE 2026.03		0.0761	32.29	0.7737	0.0957	0.3627	431.4	0	100	100	0
GraphGen 2026.03		0.0328	21.06	0.4236	0.043	0.0989	210.3	7.5	100	100	7.5
BwR 2026.03		0.0231	25.96	0.5473	0.0444	0.1314	251.9	0	100	100	0
GraphRNN 2026.03		0.0049	27.79	1.2543	0.0459	0.1034	490.2	0	100	100	0
GRAN 2026.03		0.0007	4.26	0.0009	0.0075	0.0019	2	97.5	85	2.5	0
DiGress 2026.03		0.0007	7.8	0.0079	0.0098	0.0031	5.1	77.5	100	100	77.5
BiGG 2026.03		0.0007	5.7	0.0367	0.0105	0.0052	16	62.5	85	42.5	5
Cometh - PC 2026.03		0.0006	4.34	0.0016	0.0049	-	-	99.5	100	100	99.5
SPECTRE 2026.03		0.0005	7.85	0.0012	0.0112	0.0059	3	25	100	100	25
HSpectre 2026.03		0.0005	6.26	0.0017	0.0075	0.0013	2.1	95	100	100	95
DeFoG 2026.03		0.0005	5.01	0.0006	0.0072	0.0014	1.6	99.5	100	100	99.5
GruM 2026.03		0.0004	3.01	0.0002	0.0104	0.002	1.8	-	-	-	90
HSpectre 2026.03		0.0003	2.45	0.0006	0.0104	0.003	1.7	67.5	100	100	67.5
CatFlow 2026.03		0.0003	4.03	0.0008	-	-	-	-	-	-	80
Train set 2026.03		0.0002	3.1	0.0005	0.0038	0.0012	1	100	100	0	0
DisCo 2026.03		0.0002	4.03	0.0009	-	-	-	83.6	100	100	83.6
Graph-GRPO 2026.03		0.0002	3.25	0.0012	0.0067	0.0013	1.5	95	100	100	95