| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Regression | Bike Sharing (test) | MSE0.111 | 15 | |
| Regression | Bike Sharing 5-fold CV | RMSE39.35 | 14 | |
| Regression | Bike Sharing | RMSE0.44 | 13 | |
| Backdoor Defense in Time Series Forecasting | Bike Sharing hourly 2011-2012 | MAEC19.131 | 12 | |
| Regression | Bike Sharing (train) | RMSE24.8 | 11 | |
| Regression | bike-sharing CV (test) | R20.85 | 8 | |
| Regression | Bike Sharing TabArena (test) | R20.917 | 4 | |
| Heteroscedastic Regression | Bike Sharing | Coverage @ 95%100 | 3 | |
| Regression Uncertainty Quantification | Bike sharing | Metric- | 0 |