Benchmark Compression (Coreset selection) on GSM8K (full)
0.938rhoRepCore
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RepCoreBudget K=502026.01 | 0.938 | 0.032 | |
| RepCoreBudget K=402026.01 | 0.926 | 0.035 | |
| RandomBudget K=502026.01 | 0.917 | 0.037 | |
| RepCoreBudget K=302026.01 | 0.905 | 0.039 | |
| RandomBudget K=402026.01 | 0.898 | 0.042 | |
| GP-IRTBudget K=502026.01 | 0.896 | 0.034 | |
| RepCoreBudget K=202026.01 | 0.872 | 0.047 | |
| RandomBudget K=302026.01 | 0.87 | 0.049 | |
| GP-IRTBudget K=402026.01 | 0.865 | 0.042 | |
| GP-IRTBudget K=302026.01 | 0.857 | 0.051 | |
| AnchorPointsBudget K=502026.01 | 0.84 | 0.144 | |
| GP-IRTBudget K=202026.01 | 0.839 | 0.057 | |
| AnchorPointsBudget K=402026.01 | 0.831 | 0.154 | |
| AnchorPointsBudget K=302026.01 | 0.826 | 0.142 | |
| RandomBudget K=202026.01 | 0.815 | 0.06 | |
| AnchorPointsBudget K=202026.01 | 0.802 | 0.134 | |
| RepCoreBudget K=102026.01 | 0.763 | 0.071 | |
| GP-IRTBudget K=102026.01 | 0.75 | 0.069 | |
| AnchorPointsBudget K=102026.01 | 0.739 | 0.133 | |
| RandomBudget K=102026.01 | 0.702 | 0.087 |