SPMotif
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Graph Classification | SPMotif bias = 0.9 (test) | Accuracy84.02 | 13 | |
| Graph Classification | SPMotif bias = 0.6 (test) | Accuracy87.12 | 13 | |
| Graph Classification | SPMotif bias = 0.33 (test) | Accuracy88.72 | 13 | |
| Graph Classification | SPMotif Mixed (Bias=0.60) | Accuracy88.73 | 11 | |
| Graph Classification | SPMotif-Struc Bias=0.60 | Accuracy88.7 | 11 | |
| Graph Classification | SPMotif binary (b=0.90) | Accuracy72.14 | 10 | |
| Graph Classification | SPMotif-binary b=0.60 | Accuracy76.04 | 10 | |
| Graph Classification | SPMotif-binary (b=0.40) | Accuracy0.8326 | 10 | |
| Graph Classification | SPMotif Combined | Accuracy67.92 | 10 | |
| Graph Classification | SPMotif-Mixed Bias=0.90 | Accuracy54.25 | 10 | |
| Graph Classification | SPMotif-Mixed Bias=0.33 | Accuracy74.35 | 10 | |
| Graph Classification | SPMotif-Struc Bias=0.90 | Accuracy63.41 | 10 | |
| Graph Classification | SPMotif-Struc Bias=0.33 | Accuracy0.7733 | 10 | |
| Graph Classification | SPMotif SingleMotif (test) | AUC-ROC74.8 | 9 |
Showing 14 of 14 rows