Single-task capability preservation on Qwen-Image
76.91DINO ScoreUpper Bound
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Upper BoundNumber of merged tasks (K)=32026.06 | 76.91 | 87.86 | |
| Upper BoundNumber of merged tasks (K)=52026.06 | 76.91 | 87.86 | |
| Upper BoundNumber of merged tasks (K)=72026.06 | 76.91 | 87.86 | |
| Upper BoundNumber of merged tasks (K)=92026.06 | 76.91 | 87.86 | |
| SSRNumber of merged tasks (K)=32026.06 | 76.26 | 87.61 | |
| SSRNumber of merged tasks (K)=52026.06 | 75.71 | 87.46 | |
| SSRNumber of merged tasks (K)=72026.06 | 75.4 | 86.73 | |
| SSRNumber of merged tasks (K)=92026.06 | 74.61 | 86.54 | |
| TIESNumber of merged tasks (K)=32026.06 | 74.55 | 84.27 | |
| DARENumber of merged tasks (K)=32026.06 | 73.08 | 83.72 | |
| Task ArithmeticNumber of merged tasks (K)=32026.06 | 68.94 | 80.36 | |
| TIESNumber of merged tasks (K)=52026.06 | 62.92 | 82.05 | |
| DARENumber of merged tasks (K)=52026.06 | 59.96 | 81.09 | |
| DARENumber of merged tasks (K)=72026.06 | 59.75 | 79.75 | |
| TIESNumber of merged tasks (K)=72026.06 | 59.71 | 81.47 | |
| Task ArithmeticNumber of merged tasks (K)=52026.06 | 58.61 | 78.72 | |
| Task ArithmeticNumber of merged tasks (K)=72026.06 | 58.22 | 78.16 | |
| TIESNumber of merged tasks (K)=92026.06 | 57.16 | 79.02 | |
| DARENumber of merged tasks (K)=92026.06 | 55.57 | 77.68 | |
| Linear AverageNumber of merged tasks (K)=32026.06 | 54.43 | 76.24 | |
| Linear AverageNumber of merged tasks (K)=52026.06 | 48.99 | 72.21 | |
| Task ArithmeticNumber of merged tasks (K)=92026.06 | 47.72 | 74.53 | |
| Linear AverageNumber of merged tasks (K)=72026.06 | 45.31 | 71.03 | |
| Linear AverageNumber of merged tasks (K)=92026.06 | 44.67 | 69.13 |