Benchmark Compression on MMLU_Pro (test)
0.924Spearman RhoREPCORE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| REPCOREK=502026.01 | 0.924 | 0.043 | |
| GP-IRTK=502026.01 | 0.92 | 0.041 | |
| RANDOMK=502026.01 | 0.914 | 0.055 | |
| REPCOREK=402026.01 | 0.906 | 0.048 | |
| GP-IRTK=402026.01 | 0.899 | 0.046 | |
| RANDOMK=402026.01 | 0.895 | 0.062 | |
| REPCOREK=302026.01 | 0.875 | 0.055 | |
| ANCHORPOINTSK=502026.01 | 0.867 | 0.095 | |
| GP-IRTK=302026.01 | 0.866 | 0.053 | |
| RANDOMK=302026.01 | 0.865 | 0.071 | |
| ANCHORPOINTSK=402026.01 | 0.861 | 0.095 | |
| ANCHORPOINTSK=302026.01 | 0.846 | 0.102 | |
| REPCOREK=202026.01 | 0.829 | 0.067 | |
| RANDOMK=202026.01 | 0.812 | 0.088 | |
| GP-IRTK=202026.01 | 0.806 | 0.065 | |
| ANCHORPOINTSK=202026.01 | 0.8 | 0.107 | |
| ANCHORPOINTSK=102026.01 | 0.754 | 0.14 | |
| REPCOREK=102026.01 | 0.732 | 0.091 | |
| RANDOMK=102026.01 | 0.702 | 0.124 | |
| GP-IRTK=102026.01 | 0.646 | 0.101 |