Graph Generation on SBM (Combined Metrics)
11.5DegreeSID
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| SID2026.03 | 11.5 | 0.514 | 123.1 | 5.9 | — | — | 63.5 | |
| NM-DD2026.03 | 4.38 | 0.509 | 52.9 | 5.7 | — | — | 60.5 | |
| DIRIFM2026.03 | 4.26 | 0.53 | 53 | 5 | — | — | 46 | |
| GRUM2026.03 | 2.2 | 0.499 | 40.4 | 5.1 | — | — | 67.5 | |
| NM-CD2026.03 | 1.89 | 0.503 | 41.1 | 5.4 | — | — | 57.5 | |
| DISCDIF2026.03 | 1.82 | 0.864 | 125.7 | 11.2 | — | — | 0 | |
| UNSIDE2026.03 | 1.74 | 0.499 | 52.1 | 5.9 | — | — | 78.5 | |
| TRAIN.2026.03 | 1.57 | 0.501 | 37 | 4.5 | — | — | 93.5 | |
| DIGRESS2026.03 | 1.28 | 0.515 | 39.6 | 5 | — | — | 51 | |
| GDSS2025.02 | 0.0212 | 0.0646 | 0.0894 | 0.0128 | 0.047 | 0.05 | — | |
| RefineGen2025.02 | 0.0141 | 0.0528 | 0.0809 | 0.0071 | 0.0387 | 0.75 | — | |
| GRAN2025.02 | 0.0113 | 0.0553 | 0.054 | 0.0054 | 0.0315 | 0.25 | — | |
| GraphRNN2025.02 | 0.0055 | 0.0584 | 0.0785 | 0.0065 | 0.0372 | 0.05 | — | |
| HOG-Diff2025.02 | 0.0028 | 0.05 | 0.0428 | 0.0043 | 0.0249 | 0.83 | — | |
| SPECTRE2025.02 | 0.0015 | 0.0521 | 0.0412 | 0.0056 | 0.0251 | 0.53 | — | |
| GruM2025.02 | 0.0015 | 0.0589 | 0.045 | 0.0077 | 0.0283 | 0.85 | — | |
| EDP-GNN2025.02 | 0.0011 | 0.0552 | 0.052 | 0.007 | 0.0288 | — | — | |
| DeFoG2025.02 | 0.0006 | 0.0517 | 0.0556 | 0.0054 | 0.0283 | 0.8 | — |