| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Finance dataset (test) | TimeXL | RMSE4.161 | 19 | 25d ago | |
| BenzeneConcentration (test) | RMSE0.3994 | 16 | 1mo ago | ||
| BridgeDegradation (test) | GATSM | RMSE0.0326 | 16 | 1mo ago | |
| WindTurbinePower (test) | RMSE23.41 | 16 | 1mo ago | ||
| HouseholdPowerC1 (test) | RMSE142.4 | 15 | 1mo ago | ||
| Dysts | CALIPER | MSE0.432 | 6 | 1mo ago | |
| Automobile | MSE1.866 | 6 | 1mo ago | ||
| TEP | CALIPER | MSE1.76 | 6 | 1mo ago | |
| MoCap | CALIPER | MSE7.106 | 6 | 1mo ago | |
| us_change | Attention Lasso | Mean Relative Improvement (%)17 | 4 | 1mo ago | |
| us_change 0.9 fraction (train) | Attention Lasso | Relative Improvement54.2 | 4 | 1mo ago | |
| us_change 0.8 fraction (train) | Attention Lasso | Relative Improvement (%)32.8 | 4 | 1mo ago | |
| us_change 0.7 fraction (train) | Attention Lasso | Relative Improvement11.4 | 4 | 1mo ago | |
| us_change 0.6 fraction (train) | Random Forest | Relative Improvement over Baseline0.485 | 4 | 1mo ago | |
| us_change (0.5 train fraction) | Random Forest | Relative Improvement (%)64.4 | 4 | 1mo ago |
