Motif
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Graph Classification | Motif (size) | Accuracy92.4 | 43 | |
| Graph Classification | Motif base | Accuracy92.5 | 43 | |
| Graph Classification | Motif correlation shift (test) | Accuracy82.51 | 25 | |
| Graph Classification | Motif (size) OOD | Accuracy55.3 | 14 | |
| Graph Classification | Motif basis OOD | Accuracy73.6 | 14 | |
| Graph Classification | Motif GOOD (basis) | ROC-AUC0.6977 | 14 | |
| Graph Classification | Motif GOOD size | ROC AUC63.71 | 14 | |
| Graph Classification | Motif OOD GraphOOD (test) | Accuracy77.43 | 13 | |
| Graph Classification | Motif GraphOOD (test) | Accuracy77.96 | 13 | |
| Element Grounding | MOTIF (test) | Grounding Accuracy78.8 | 13 | |
| UI Navigation / Task Completion | MoTIF (test) | Success Rate87.4 | 2 |
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