FRANKENSTEIN
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Graph Classification | FRANKENSTEIN node density F0→F2 shift | Accuracy68 | 30 | |
| Classification | FRANKENSTEIN F3→F2 | Accuracy65.6 | 15 | |
| Classification | FRANKENSTEIN F3→F1 | Accuracy60.9 | 15 | |
| Classification | FRANKENSTEIN F3→F0 | Accuracy0.657 | 15 | |
| Classification | FRANKENSTEIN F2→F3 | Accuracy61.7 | 15 | |
| Classification | FRANKENSTEIN F2→F1 | Accuracy68.5 | 15 | |
| Classification | FRANKENSTEIN F2→F0 | Accuracy0.632 | 15 | |
| Classification | FRANKENSTEIN F1→F3 | Accuracy62.1 | 15 | |
| Classification | FRANKENSTEIN F1→F2 | Accuracy64.1 | 15 | |
| Classification | FRANKENSTEIN F1→F0 | Accuracy68 | 15 | |
| Classification | FRANKENSTEIN F0→F3 | Accuracy62.3 | 15 | |
| Classification | FRANKENSTEIN F0→F1 | Accuracy67.7 | 15 | |
| Graph Classification | FRANKENSTEIN node density (F3→F2 shift) | Accuracy63.7 | 15 | |
| Graph Classification | FRANKENSTEIN F3→F1 shift node density | Accuracy67.9 | 15 | |
| Graph Classification | FRANKENSTEIN node density (F3→F0 shift) | Accuracy62.2 | 15 | |
| Graph Classification | FRANKENSTEIN F2→F3 shift node density | Accuracy62.1 | 15 | |
| Graph Classification | FRANKENSTEIN F2→F1 shift node density | Accuracy68.8 | 15 | |
| Graph Classification | FRANKENSTEIN F2→F0 shift node density | Accuracy65.7 | 15 | |
| Graph Classification | FRANKENSTEIN node density (F1→F3 shift) | Accuracy63.1 | 15 | |
| Graph Classification | FRANKENSTEIN F1→F2 shift node density | Accuracy64.4 | 15 | |
| Graph Classification | FRANKENSTEIN F1→F0 shift node density | Accuracy65.6 | 15 | |
| Graph Classification | FRANKENSTEIN node density (F0→F3 shift) | Accuracy62.2 | 15 | |
| Graph Classification | FRANKENSTEIN node density F0→F1 shift | Accuracy68.4 | 15 | |
| Graph Classification | FRANKENSTEIN (test) | Accuracy70.93 | 12 | |
| Graph Classification | FRANKENSTEIN source-to-target (density-based splits (F0, F1, F2, F3)) | Performance (F0->F1)59.7 | 9 |
Showing 25 of 29 rows