Controllable Pareto Front Learning on Fashion+MNIST (10-fold CV)
2.935Hypervolume (HV)ABP-HyperMLP
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ABP-HyperMLPConstraint=Sphere2026.05 | 2.935 | 88.6 | 2.606 | |
| Hyper-MLPConstraint=Box2026.05 | 2.928 | 49.1 | 1.439 | |
| ABP-HyperMLPConstraint=Box2026.05 | 2.928 | 87.4 | 2.561 | |
| Hyper-MLPConstraint=Sphere2026.05 | 2.928 | 49.1 | 1.439 | |
| ABP-HyperTransConstraint=Sphere2026.05 | 2.867 | 91.4 | 2.55 | |
| HyperTransConstraint=Box2026.05 | 2.847 | 41.7 | 1.188 | |
| HyperTransConstraint=Sphere2026.05 | 2.847 | 41.7 | 1.188 | |
| ABP-HyperTransConstraint=Box2026.05 | 2.844 | 90.9 | 2.584 |