Graph Generation on Planar (Clustering, Degree, Orbit, Spectrum, Triangles)
56.1Degree DistributionDISCDIF
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| DISCDIF2026.03 | 56.1 | — | — | — | — | — | 0 | 294 | 1,410 | 85.1 | |
| NM-DD2026.03 | 14.1 | — | — | — | — | — | 98 | 363 | 27.2 | 6.9 | |
| DIRIFM2026.03 | 6.44 | — | — | — | — | — | 0 | 196.6 | 45.04 | 21.76 | |
| SID2026.03 | 5.93 | — | — | — | — | — | 91.3 | 163.4 | 19.1 | 7.62 | |
| NM-CD2026.03 | 1.23 | — | — | — | — | — | 0 | 226.3 | 45.77 | 21.96 | |
| DIGRESS2026.03 | 0.71 | — | — | — | — | — | 45.5 | 45.4 | 1.31 | 8.4 | |
| DEFOG2026.03 | 0.5 | — | — | — | — | — | 99.5 | 50.1 | 0.6 | 7.2 | |
| GRUM2026.03 | 0.38 | — | — | — | — | — | 91 | 40.5 | 6.42 | 7.87 | |
| UNSIDE2026.03 | 0.36 | — | — | — | — | — | 100 | 39.9 | 0.78 | 7.12 | |
| TRAIN. SET2026.03 | 0.25 | — | — | — | — | — | 100 | 36.6 | 0.78 | 6.62 | |
| QuadraticSolver=Euler-Maruyama2026.04 | 0.0006 | 0.0352 | — | — | — | — | — | — | 0.0046 | 0.0068 | |
| QuadraticSolver=Heun2026.04 | 0.0003 | 0.0289 | — | — | — | — | — | — | 0.0045 | 0.0068 | |
| Fixed-StepSolver=Euler-Maruyama2026.04 | 0.0002 | 0.03 | — | — | — | — | — | — | 0.0013 | 0.006 | |
| DVSSolver=Euler-Maruyama2026.04 | 0.0001 | 0.0283 | — | — | — | — | — | — | 0.001 | 0.0052 | |
| Fixed-StepSolver=Heun2026.04 | 0 | 0.0307 | — | — | — | — | — | — | 0.0012 | 0.0059 | |
| DVSSolver=Heun2026.04 | 0 | 0.0268 | — | — | — | — | — | — | 0.0011 | 0.0049 | |
| DeFoG2026.02 | — | 0.0413 | 0.0007 | 0.0002 | 0.0006 | 0.0056 | — | — | — | — | |
| G3diffusion=symmetric2026.02 | — | 0.309 | 0.003 | 0.0035 | 0.006 | 0.0467 | — | — | — | — | |
| G3diffusion=asymmetric2026.02 | — | 1.02 | 0.0074 | 0.0106 | 0.0113 | 0.111 | — | — | — | — | |
| SPECTRE2026.02 | — | 0.142 | 0.0242 | 0.424 | 0.056 | 0.0226 | — | — | — | — |