TabReD
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Tabular Learning | TabReD | AUC (HI)96.41 | 20 | |
| Tabular Prediction | TabReD (original temporal splits) | HI AUC96.34 | 17 | |
| Tabular Data Prediction | TabReD (random split) | HI0.9639 | 17 | |
| Regression | TabRed weather | RMSE1.5591 | 6 | |
| Regression | TabRed sberbank-housing | RMSE0.2544 | 6 | |
| Regression | TabRed maps-routing | RMSE0.1619 | 6 | |
| Regression | TabRed delivery-eta | RMSE0.537 | 6 | |
| Regression | TabRed cooking-time | RMSE0.4658 | 6 | |
| Classification | TabRed homesite-insurance | AUC0.9605 | 6 | |
| Classification | TabRed homecredit-default | AUC84.13 | 6 |
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