Multi-task Learning Evaluation on ShapeNet Objective Set 1
0.95Spearman (az)Domain Expansion
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Domain Expansion2026.01 | 0.95 | 0.87 | 0.85 | 0.99 | 0.91 | 0.08 | 0.08 | 0.09 | 99 | 97 | 0.95 | |
| FAMO2026.01 | 0.49 | 0.41 | 0.42 | 0 | 0 | 0.12 | 0.09 | 0.09 | 19 | 18 | 0.28 | |
| baseline2026.01 | 0.41 | 0.34 | 0.35 | 0.16 | 0.14 | 0.12 | 0.09 | 0.09 | 28 | 37 | 0.22 | |
| Nash-MTL2026.01 | 0.38 | 0.41 | 0.42 | 0 | 0 | 0.11 | 0.09 | 0.09 | 17 | 13 | 0.28 | |
| IMTL2026.01 | 0.31 | 0.16 | 0.16 | 0.39 | 0.28 | 0.14 | 0.11 | 0.12 | 92 | 79 | 0.14 |