TableShift
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Classification | TableShift Sepsis OOD v1 (test) | AUPRC @ R<0.182.85 | 14 | |
| Classification | TableShift Hospital Readmission OOD v1 (test) | AUPRC@R<0.190.52 | 14 | |
| Classification | TableShift FICO HELOC v1 (OOD test) | AUPRC (R<0.1)96.99 | 14 | |
| Classification | TableShift Childhood Lead v1 (OOD test) | AUPRC @ R<0.199.72 | 14 | |
| Tabular Classification | TableShift Acspubcov (OOD) | Accuracy70.6 | 3 | |
| Tabular Classification | TableShift Acspubcov (IID) | Accuracy80.4 | 3 | |
| Tabular Classification | TableShift Acsincome IID | Accuracy77.5 | 3 | |
| Tabular Classification | TableShift-Diabetes IID | Accuracy64.9 | 3 |
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