Graph Generation on PTC MR
2MemorizationDiGress
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| DiGress2026.05 | 2 | 98 | 0.794 | 0.107 | 66 | 0.0004 | 0.0023 | 0.0019 | |
| LLM-DGMGTraining Seed=422026.05 | 0.994 | 0.006 | 0.974 | 0.019 | — | — | — | — | |
| LLM-DFSTraining Seed=422026.05 | 0.983 | 0.017 | 0.986 | 0.021 | — | — | — | — | |
| DiGress2026.05 | 0.02 | 0.98 | 0.794 | 0.107 | — | — | — | — | |
| GraphRNN2026.05 | 0 | 1 | — | 0.693 | — | — | — | — | |
| GraphRNN2026.05 | 0 | 100 | — | 0.693 | 0 | 1.1748 | 0.0001 | 0.0001 | |
| DGMG-official2026.05 | 0 | 100 | — | 0.693 | 0 | 1.1934 | 0.0001 | 0.0007 |