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Target-region R2 prediction on vocab scaling law instances

0.98Target-Region R2Ours
0.27280.45640.640.8236Apr 24, 2026

Evaluation results

MethodLinks
OursBudget=5%2026.040.98
V-optBudget=10%2026.040.98
OursBudget=10%2026.040.98
D-optBudget=5%2026.040.97
V-optBudget=5%2026.040.97
D-optBudget=10%2026.040.97
V-optBudget=1%2026.040.96
OursBudget=1%2026.040.96
D-optBudget=1%2026.040.95
All DataBudget=Full2026.040.93
Cost RandBudget=5%2026.040.89
Cost RandBudget=1%2026.040.86
Cost RandBudget=10%2026.040.83
RandomBudget=10%2026.040.59
CheapestBudget=10%2026.040.55
RandomBudget=1%2026.040.54
RandomBudget=5%2026.040.53
CheapestBudget=5%2026.040.53
CheapestBudget=1%2026.040.3