Data Science on Scaling Law Discovery lr&bsz
0.22R2 Score (Target Region)Ours
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OursBudget=10%2026.04 | 0.22 | — | |
| V-optBudget=10%2026.04 | 0.18 | — | |
| All DataBudget=Full2026.04 | 0.04 | — | |
| OursBudget=5%2026.04 | 0 | — | |
| V-optBudget=5%2026.04 | -0.06 | — | |
| RandomBudget=10%2026.04 | -0.33 | — | |
| RandomBudget=5%2026.04 | -0.45 | — | |
| D-optBudget=10%2026.04 | -0.53 | — | |
| RandomBudget=1%2026.04 | -0.65 | — | |
| OursBudget=1%2026.04 | -0.66 | — | |
| D-optBudget=5%2026.04 | -0.66 | — | |
| V-optBudget=1%2026.04 | -0.7 | — | |
| Cost RandBudget=5%2026.04 | -0.79 | — | |
| Cost RandBudget=10%2026.04 | -0.79 | — | |
| CheapestBudget=10%2026.04 | -0.8 | — | |
| CheapestBudget=5%2026.04 | -0.88 | — | |
| Cost RandBudget=1%2026.04 | -0.89 | — | |
| CheapestBudget=1%2026.04 | -0.92 | — | |
| D-optBudget=1%2026.04 | -0.92 | — | |
| SIMPLETESModel=gpt-oss-120b2026.04 | — | 0.712 | |
| SLDAgentModel=GPT-52026.04 | — | 0.604 |