Multi-task Learning on NYU v2 (MR, Δk%)
3Mean Rank (MR)SDMGrad
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SDMGrad2026.03 | 3 | -4.84 | |
| MARIGOLD2026.03 | 3.56 | -4.54 | |
| Nash-MTL2026.03 | 4.33 | -4.04 | |
| FAMOstatus=original2026.03 | 5.11 | -4.1 | |
| FAMOstatus=rerun2026.03 | 6.11 | -3.27 | |
| IMTL-G2026.03 | 7.33 | -0.76 | |
| MoCo2026.03 | 7.78 | 0.16 | |
| CAGrad2026.03 | 8.33 | 0.2 | |
| MGDA2026.03 | 8.44 | 1.38 | |
| MoDo2026.03 | 10.56 | 0.49 | |
| GradDrop2026.03 | 11.22 | 3.58 | |
| DWA2026.03 | 11.89 | 3.57 | |
| UW2026.03 | 11.89 | 4.05 | |
| SI2026.03 | 12.22 | 4.39 | |
| PCGrad2026.03 | 12.33 | 3.97 | |
| LS2026.03 | 13.11 | 5.59 | |
| RLW2026.03 | 15.78 | 7.78 |