TabReD
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Tabular Learning | TabReD | Rank2.3 | 33 | |
| Tabular Prediction | TabReD (original temporal splits) | HI AUC96.34 | 17 | |
| Tabular Data Prediction | TabReD (random split) | HI0.9639 | 17 | |
| Classification | TabReD | Accuracy (Homesite Insurance)96.35 | 15 | |
| Regression | TabReD Regression | Sberbank Housing Score0.2287 | 14 | |
| Regression | TabRed delivery-eta | RMSE0.537 | 10 | |
| Regression | TabRed weather | RMSE1.5591 | 6 | |
| Regression | TabRed sberbank-housing | RMSE0.2544 | 6 | |
| Regression | TabRed maps-routing | RMSE0.1619 | 6 | |
| Regression | TabRed cooking-time | RMSE0.4658 | 6 | |
| Classification | TabRed homesite-insurance | AUC0.9605 | 6 | |
| Classification | TabRed homecredit-default | AUC84.13 | 6 | |
| Weather Prediction | TabReD Weather (test) | RMSE1.4533 | 4 | |
| Regression | TabReD Delivery-ETA (test) | Mean Off-Diagonal Correlation0.98 | 1 | |
| Regression | TabReD Weather (test) | Mean Off-Diagonal Correlation0.97 | 1 |
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