Table 1: Complete list of generative models. The first two columns show each model’s name and the non-geometric wiring rule. The remaining columns indicate sample mean ± standard error energy ( E ), and the four KS statistics, KS k , KS b , KS e , and KS c . Name K ( u,v ) E η γ KS k KS b KS e KS c Clu. Avg. ( c u 2 + c v 2 ) 0 . 19 ± 0 . 02 − 3 . 06 ± 0 . 48 − 5 . 75 ± 1 . 62 0 . 14 ± 0 . 03 0 . 18 ± 0 . 03 0 . 17 ± 0 . 03 0 . 15 ± 0 . 03 Clu. Diff. | c u − c v | 0 . 19 ± 0 . 02 − 3 . 13 ± 0 . 49 − 5 . 85 ± 2 . 07 0 . 15 ± 0 . 03 0 . 18 ± 0 . 03 0 . 17 ± 0 . 03 0 . 16 ± 0 . 03 Clu. Max. max [ c u ,c v ] 0 . 19 ± 0 . 02 − 3 . 14 ± 0 . 49 − 5 . 75 ± 1 . 97 0 . 15 ± 0 . 03 0 . 18 ± 0 . 03 0 . 17 ± 0 . 03 0 . 15 ± 0 . 03 Clu. Min min [ c u ,c v ] 0 . 24 ± 0 . 03 − 3 . 60 ± 0 . 41 − 4 . 04 ± 1 . 09 0 . 12 ± 0 . 03 0 . 19 ± 0 . 05 0 . 23 ± 0 . 03 0 . 17 ± 0 . 05 Clu. Prod. c u c v 0 . 20 ± 0 . 02 − 3 . 14 ± 0 . 39 − 3 . 44 ± 1 . 00 0 . 11 ± 0 . 03 0 . 18 ± 0 . 03 0 . 19 ± 0 . 03 0 . 15 ± 0 . 04 Deg. Avg. ( k u 2 + k v 2 ) 0 . 24 ± 0 . 02 − 3 . 76 ± 0 . 57 2 . 47 ± 0 . 38 0 . 18 ± 0 . 05 0 . 18 ± 0 . 05 0 . 23 ± 0 . 03 0 . 19 ± 0 . 04 Deg. Diff. | k u − k v | 0 . 25 ± 0 . 02 − 4 . 55 ± 0 . 76 − 1 . 03 ± 2 . 61 0 . 13 ± 0 . 04 0 . 19 ± 0 . 04 0 . 24 ± 0 . 03 0 . 21 ± 0 . 05 Deg. Max. max [ k u ,k v ] 0 . 25 ± 0 . 02 − 4 . 02 ± 0 . 60 2 . 20 ± 0 . 43 0 . 13 ± 0 . 04 0 . 18 ± 0 . 05 0 . 24 ± 0 . 03 0 . 18 ± 0 . 05 Deg. Min. min [ k u ,k v ] 0 . 25 ± 0 . 02 − 3 . 99 ± 0 . 64 2 . 03 ± 0 . 47 0 . 20 ± 0 . 05 0 . 16 ± 0 . 04 0 . 24 ± 0 . 03 0 . 21 ± 0 . 04 Deg. Prod. k u k v 0 . 26 ± 0 . 02 − 3 . 83 ± 0 . 70 1 . 14 ± 0 . 32 0 . 19 ± 0 . 07 0 . 16 ± 0 . 06 0 . 24 ± 0 . 04 0 . 22 ± 0 . 04 Matching | x u \ v ∩ x v \ u | | x u \ v ∪ x v \ u | 0 . 12 ± 0 . 02 − 0 . 98 ± 0 . 37 0 . 42 ± 0 . 04 0 . 10 ± 0 . 03 0 . 10 ± 0 . 02 0 . 10 ± 0 . 03 0 . 11 ± 0 . 02 Nghbrs. ∑ w a uw a wv 0 . 14 ± 0 . 02 − 1 . 18 ± 0 . 43 0 . 35 ± 0 . 04 0 . 11 ± 0 . 03 0 . 11 ± 0 . 03 0 . 11 ± 0 . 03 0 . 11 ± 0 . 03 Geom. 1 0 . 29 ± 0 . 02 − 4 . 01 ± 0 . 31 N/A 0 . 15 ± 0 . 03 0 . 18 ± 0 . 04 0 . 29 ± 0 . 02 0 . 27 ± 0 . 03 57