Target-region R2 prediction on data con scaling law instances
0.86Target-region R2Ours
Evaluation Results
| Method | Links | |
|---|---|---|
| OursBudget=10%2026.04 | 0.86 | |
| OursBudget=5%2026.04 | 0.85 | |
| V-optBudget=10%2026.04 | 0.85 | |
| V-optBudget=5%2026.04 | 0.83 | |
| D-optBudget=5%2026.04 | 0.8 | |
| All DataBudget=Full2026.04 | 0.79 | |
| D-optBudget=10%2026.04 | 0.77 | |
| OursBudget=1%2026.04 | 0.73 | |
| D-optBudget=1%2026.04 | 0.71 | |
| V-optBudget=1%2026.04 | 0.58 | |
| RandomBudget=10%2026.04 | 0.12 | |
| Cost RandBudget=10%2026.04 | -0.22 | |
| RandomBudget=5%2026.04 | -0.36 | |
| Cost RandBudget=1%2026.04 | -0.38 | |
| Cost RandBudget=5%2026.04 | -0.39 | |
| CheapestBudget=10%2026.04 | -0.4 | |
| CheapestBudget=5%2026.04 | -0.56 | |
| CheapestBudget=1%2026.04 | -0.58 | |
| RandomBudget=1%2026.04 | -0.74 |