Classification on 50 classification tasks (test)
1.38Average Test RankPSEO
Evaluation Results
| Method | Links | |
|---|---|---|
| PSEOSearch Space=AutoGluon's search space, Time Budget=2 hours2025.08 | 1.38 | |
| AutoGluonSearch Space=AutoGluon's search space, Time Budget=2 hours, Mode=best quality2025.08 | 1.82 | |
| Single-BestSearch Space=AutoGluon's search space, Time Budget=2 hours2025.08 | 2.36 | |
| PSEO2025.08 | 2.56 | |
| ALL-Linear-L1Candidate Pool Selection=ALL, Ensemble Method=Linear, Regularization=L12025.08 | 5.72 | |
| ALL-ES-L2Candidate Pool Selection=ALL, Ensemble Method=ES, Regularization=L22025.08 | 5.86 | |
| AutoGluon-2025.08 | 6.18 | |
| BEST-Linear-L2Candidate Pool Selection=BEST, Ensemble Method=Linear, Regularization=L22025.08 | 6.74 | |
| OptDivBO2025.08 | 7.1 | |
| BEST-ES-L2Candidate Pool Selection=BEST, Ensemble Method=ES, Regularization=L22025.08 | 7.28 | |
| ES2025.08 | 7.36 | |
| ALL-Linear-L2Candidate Pool Selection=ALL, Ensemble Method=Linear, Regularization=L22025.08 | 7.36 | |
| ALL-ES-L1Candidate Pool Selection=ALL, Ensemble Method=ES, Regularization=L12025.08 | 7.44 | |
| BEST-ES-L1Candidate Pool Selection=BEST, Ensemble Method=ES, Regularization=L12025.08 | 7.5 | |
| CMA-ES2025.08 | 8.14 | |
| BEST-Linear-L1Candidate Pool Selection=BEST, Ensemble Method=Linear, Regularization=L12025.08 | 8.26 | |
| EO2025.08 | 9.12 | |
| Single-Best2025.08 | 9.44 | |
| Autostacker2025.08 | 9.46 |