CBAS
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Node Classification | CBAS color split Concept shift | OOD Test Accuracy78.34 | 15 | |
| Node Classification | CBAS color split Covariate shift | OOD Accuracy75.24 | 15 | |
| Worst-slab coverage (WSC) | CBAS | WSC Coverage100 | 7 | |
| Node Classification | CBAS (test) | Marginal Coverage100 | 7 | |
| Node Classification | CBAS (OOD) | Accuracy76.4 | 6 | |
| Node Classification | CBAS ID | Accuracy82.6 | 6 | |
| OOD Detection | CBAS | AUROC0.831 | 6 |
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