Multi-modal Classification on MM-IMDb (test)
63AccuracySON-GOKU + AdaTask
Evaluation Results
| Method | Links | |
|---|---|---|
| SON-GOKU + AdaTask2025.09 | 63 | |
| FAMO2025.09 | 61 | |
| SON-GOKUvariant=Quantile, Density-Matched=true2025.09 | 61 | |
| SON-GOKU2025.09 | 61 | |
| Nash-MTL2025.09 | 60 | |
| SON-GOKUvariant=Quantile2025.09 | 60 | |
| SON-GOKU + PCGrad2025.09 | 60 | |
| AdaTask2025.09 | 59 | |
| FairGrad2025.09 | 59 | |
| SON-GOKUvariant=Threshold, Density-Matched=true2025.09 | 59 | |
| SON-GOKU + GradNorm2025.09 | 59 | |
| GradNorm2025.09 | 58 | |
| PCGrad2025.09 | 58 | |
| Static One-Shot2025.09 | 58 | |
| CAGrad2025.09 | 57 | |
| SON-GOKUvariant=kNN-Symm., Density-Matched=true2025.09 | 57 | |
| Uniform2025.09 | 56 | |
| MGDA2025.09 | 56 | |
| SON-GOKUvariant=kNN-Symm.2025.09 | 55 | |
| SON-GOKUvariant=Signed-only, Density-Matched=true2025.09 | 54 | |
| SON-GOKUvariant=Signed-only2025.09 | 52 | |
| Single-Step2025.09 | 20 |