Benchmark Compression (Coreset selection) on SEED-Bench-2-Plus (full)
0.874rhoRepCore
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RepCoreBudget K=502026.01 | 0.874 | 0.04 | |
| GP-IRTBudget K=502026.01 | 0.863 | 0.038 | |
| RandomBudget K=502026.01 | 0.861 | 0.053 | |
| RepCoreBudget K=402026.01 | 0.853 | 0.045 | |
| RandomBudget K=402026.01 | 0.836 | 0.06 | |
| GP-IRTBudget K=402026.01 | 0.824 | 0.043 | |
| RepCoreBudget K=302026.01 | 0.819 | 0.051 | |
| RandomBudget K=302026.01 | 0.8 | 0.07 | |
| AnchorPointsBudget K=502026.01 | 0.782 | 0.105 | |
| GP-IRTBudget K=302026.01 | 0.78 | 0.05 | |
| AnchorPointsBudget K=402026.01 | 0.771 | 0.108 | |
| RepCoreBudget K=202026.01 | 0.755 | 0.06 | |
| AnchorPointsBudget K=302026.01 | 0.747 | 0.11 | |
| RandomBudget K=202026.01 | 0.728 | 0.088 | |
| AnchorPointsBudget K=202026.01 | 0.715 | 0.116 | |
| GP-IRTBudget K=202026.01 | 0.699 | 0.063 | |
| AnchorPointsBudget K=102026.01 | 0.653 | 0.139 | |
| RepCoreBudget K=102026.01 | 0.642 | 0.084 | |
| RandomBudget K=102026.01 | 0.607 | 0.124 | |
| GP-IRTBudget K=102026.01 | 0.594 | 0.098 |