Controllable Pareto Front Learning on Multi-MNIST (10-fold CV)
2.974HypervolumeHyper-MLP
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Hyper-MLPConstr.=Box2026.05 | 2.974 | 43 | 1.282 | |
| Hyper-MLPConstr.=Sphere2026.05 | 2.974 | 43 | 1.282 | |
| ABP-HyperMLPConstr.=Sphere2026.05 | 2.968 | 100 | 2.968 | |
| ABP-HyperTransConstr.=Box2026.05 | 2.959 | 92.5 | 2.737 | |
| ABP-HyperMLPConstr.=Box2026.05 | 2.958 | 100 | 2.958 | |
| HyperTransConstr.=Box2026.05 | 2.955 | 36.5 | 1.078 | |
| HyperTransConstr.=Sphere2026.05 | 2.955 | 35.5 | 1.049 | |
| ABP-HyperTransConstr.=Sphere2026.05 | 2.955 | 99.5 | 2.94 |