Regression on HEALTH (test)
0.45MAESON-GOKU + PCGrad
Evaluation Results
| Method | Links | |
|---|---|---|
| SON-GOKU + PCGrad2025.09 | 0.45 | |
| FairGrad2025.09 | 0.47 | |
| Nash-MTL2025.09 | 0.47 | |
| PCGrad2025.09 | 0.48 | |
| SON-GOKU + AdaTask2025.09 | 0.48 | |
| FAMO2025.09 | 0.49 | |
| SON-GOKU + GradNorm2025.09 | 0.49 | |
| SON-GOKUvariant=Quantile2025.09 | 0.5 | |
| SON-GOKUvariant=Quantile, Density-Matched=true2025.09 | 0.5 | |
| SON-GOKU2025.09 | 0.5 | |
| Static One-Shot2025.09 | 0.51 | |
| SON-GOKUvariant=Threshold, Density-Matched=true2025.09 | 0.51 | |
| GradNorm2025.09 | 0.52 | |
| CAGrad2025.09 | 0.52 | |
| AdaTask2025.09 | 0.52 | |
| SON-GOKUvariant=kNN-Symm., Density-Matched=true2025.09 | 0.52 | |
| MGDA2025.09 | 0.53 | |
| SON-GOKUvariant=kNN-Symm.2025.09 | 0.53 | |
| Uniform2025.09 | 0.54 | |
| SON-GOKUvariant=Signed-only, Density-Matched=true2025.09 | 0.54 | |
| Single-Step2025.09 | 0.55 | |
| SON-GOKUvariant=Signed-only2025.09 | 0.56 |