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Benchmarks
Synthetic Graph Generation on SBM20k
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154.16
Degree
EDGE
-6.0832
35.5184
77.12
118.7216
Mar 31, 2026
Degree
Validity
Clustering Coefficient
Spectral Property
Generation Time (s)
Updated 17d ago
Evaluation Results
Method
Method
Links
Degree
Validity
Clustering Coefficient
Spectral Property
Generation Time (s)
EDGE
NFE=128
2026.03
154.16
-
766.79
10.58
350
SID
NFE=128
2026.03
30.95
0
38.79
13.32
2,840
DIGRESS
NFE=1000
2026.03
4.85
-
5.92
28.3
3,906
DFM
NFE=128
2026.03
4.81
51.63
4.92
1
2,834
SPARSEDIFF
NFE=4000
2026.03
1.1
-
5.25
19.11
11,089
HDFM
NFE=32
2026.03
0.24
68.8
2.06
0.3
160
HDFM-R
NFE=128
2026.03
0.18
85
2.13
0.33
188
HDFM
NFE=128
2026.03
0.15
70.4
2.06
0.3
490
TRAIN
NFE=-
2026.03
0.08
90.7
1.97
0.17
-
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