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ResearchFormerly WizWand

Target-region R2 prediction on data con scaling law instances

0.86Target-region R2Ours
-0.804-0.3720.060.492Apr 24, 2026
Updated 6mo ago

Evaluation results

MethodLinks
OursBudget=10%2026.040.86
OursBudget=5%2026.040.85
V-optBudget=10%2026.040.85
V-optBudget=5%2026.040.83
D-optBudget=5%2026.040.8
All DataBudget=Full2026.040.79
D-optBudget=10%2026.040.77
OursBudget=1%2026.040.73
D-optBudget=1%2026.040.71
V-optBudget=1%2026.040.58
RandomBudget=10%2026.040.12
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