Risk Feature Discovery on Document Structure Space Single-Page 24D 1.0 (test)
3.92Max ValuePSO
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| PSOClass=Evolution2026.01 | 3.92 | 2.319 | 0.839 | 0.962 | 3.611 | 0.118 | 341 | 0.965 | 0.392 | 1.08 | |
| SAClass=Local2026.01 | 3.983 | 2.969 | 0.512 | 0.985 | 3.965 | 0.024 | 209 | 0.968 | 0.34 | 0.943 | |
| QAOA-CorrClass=Quantum2026.01 | 3.985 | 2.371 | 0.77 | 0.994 | 3.726 | 0.116 | 744 | 0.988 | 0.462 | 1.297 | |
| RandomClass=Random2026.01 | 4.086 | 2.332 | 0.554 | 0.976 | 3.493 | 0.23 | 860 | 0.983 | 0.514 | 1.513 | |
| GA-ExploreClass=Evolution2026.01 | 4.095 | 3.255 | 0.798 | 0.997 | 4.095 | 0 | 378 | 0.98 | 0.375 | 0.377 | |
| GA-ExploitClass=Evolution2026.01 | 4.125 | 3.734 | 0.58 | 1 | 4.071 | 0.049 | 109 | 0.95 | 0.179 | 0.909 | |
| QAOAClass=Quantum2026.01 | 4.131 | 2.662 | 0.757 | 0.996 | 3.843 | 0.11 | 651 | 0.974 | 0.425 | 1.214 | |
| MAP-ElitesClass=Evolution2026.01 | 4.143 | 2.459 | 0.616 | 0.984 | 3.562 | 0.176 | 466 | 0.973 | 0.382 | 1.006 | |
| REINFORCEClass=RL2026.01 | 4.179 | 2.326 | 0.851 | 0.986 | 3.685 | 0.135 | 809 | 0.93 | 0.462 | 1.27 | |
| GP-UCBClass=Bayesian2026.01 | 4.18 | 3.11 | 0.582 | 0.996 | 3.847 | 0.091 | 957 | 0.979 | 0.493 | 1.404 | |
| GP-EIClass=Bayesian2026.01 | 4.235 | 3.065 | 0.59 | 0.992 | 3.867 | 0.117 | 957 | 0.969 | 0.499 | 1.422 | |
| PPO-RiskClass=RL2026.01 | 4.297 | 3.038 | 0.727 | 0.995 | 3.84 | 0.114 | 568 | 0.948 | 0.39 | 1.07 | |
| TPEClass=Bayesian2026.01 | 4.303 | 3.475 | 0.621 | 0.992 | 3.956 | 0.035 | 187 | 0.953 | 0.224 | 0.687 | |
| PPO-DivClass=RL2026.01 | 4.395 | 2.874 | 0.769 | 0.99 | 3.85 | 0.151 | 687 | 0.933 | 0.42 | 1.157 |