Regression on 30 regression tasks (test)
1.33Average Test RankPSEO
Evaluation Results
| Method | Links | |
|---|---|---|
| PSEOSearch Space=AutoGluon's search space, Time Budget=2 hours2025.08 | 1.33 | |
| AutoGluonSearch Space=AutoGluon's search space, Time Budget=2 hours, Mode=best quality2025.08 | 2.03 | |
| Single-BestSearch Space=AutoGluon's search space, Time Budget=2 hours2025.08 | 2.63 | |
| PSEO2025.08 | 3.63 | |
| AutoGluon-2025.08 | 6.2 | |
| ALL-ES-L2Candidate Pool Selection=ALL, Ensemble Method=ES, Regularization=L22025.08 | 6.9 | |
| ALL-Linear-L2Candidate Pool Selection=ALL, Ensemble Method=Linear, Regularization=L22025.08 | 7.23 | |
| ALL-Linear-L1Candidate Pool Selection=ALL, Ensemble Method=Linear, Regularization=L12025.08 | 7.43 | |
| BEST-Linear-L2Candidate Pool Selection=BEST, Ensemble Method=Linear, Regularization=L22025.08 | 7.43 | |
| BEST-ES-L2Candidate Pool Selection=BEST, Ensemble Method=ES, Regularization=L22025.08 | 7.8 | |
| ALL-ES-L1Candidate Pool Selection=ALL, Ensemble Method=ES, Regularization=L12025.08 | 8.07 | |
| OptDivBO2025.08 | 8.33 | |
| ES2025.08 | 8.47 | |
| CMA-ES2025.08 | 9.17 | |
| BEST-Linear-L1Candidate Pool Selection=BEST, Ensemble Method=Linear, Regularization=L12025.08 | 9.4 | |
| BEST-ES-L1Candidate Pool Selection=BEST, Ensemble Method=ES, Regularization=L12025.08 | 9.73 | |
| Autostacker2025.08 | 10.07 | |
| EO2025.08 | 12.43 | |
| Single-Best2025.08 | 13.03 |