Risk Feature Discovery on Document Structure Space Multi-Page 27D 1.0 (test)
5.751Max ValuePSO
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| PSOClass=Evolution2026.01 | 5.751 | 2.546 | 0.928 | 0.985 | 4.103 | 0.39 | 614 | 0.827 | 0.562 | 1.535 | |
| GP-EIClass=Bayesian2026.01 | 5.323 | 3.41 | 0.607 | 0.991 | 4.333 | 0.284 | 994 | 0.966 | 0.56 | 1.68 | |
| PPO-RiskClass=RL2026.01 | 5.296 | 3.475 | 0.883 | 0.996 | 4.521 | 0.15 | 560 | 0.982 | 0.384 | 1.104 | |
| REINFORCEClass=RL2026.01 | 5.185 | 2.751 | 1.021 | 0.994 | 4.269 | 0.179 | 862 | 0.9 | 0.517 | 1.451 | |
| GP-UCBClass=Bayesian2026.01 | 5.146 | 3.426 | 0.599 | 0.99 | 4.326 | 0.223 | 993 | 0.948 | 0.538 | 1.623 | |
| GA-ExploreClass=Evolution2026.01 | 5.064 | 3.81 | 0.891 | 0.996 | 4.539 | 0.12 | 325 | 0.914 | 0.311 | 0.909 | |
| PPO-DivClass=RL2026.01 | 4.921 | 3.215 | 0.891 | 0.992 | 4.41 | 0.161 | 724 | 0.984 | 0.446 | 1.263 | |
| QAOAClass=Quantum2026.01 | 4.909 | 3.122 | 0.839 | 0.998 | 4.439 | 0.152 | 701 | 0.963 | 0.482 | 1.38 | |
| QAOA-CorrClass=Quantum2026.01 | 4.758 | 2.816 | 0.796 | 0.996 | 4.222 | 0.188 | 761 | 0.957 | 0.503 | 1.443 | |
| MAP-ElitesClass=Evolution2026.01 | 4.706 | 2.688 | 0.758 | 0.997 | 4.066 | 0.194 | 671 | 0.961 | 0.451 | 1.176 | |
| RandomClass=Random2026.01 | 4.683 | 2.364 | 0.637 | 0.99 | 3.646 | 0.284 | 981 | 0.992 | 0.639 | 1.929 | |
| SAClass=Local2026.01 | 4.652 | 3.499 | 0.665 | 0.999 | 4.468 | 0.041 | 292 | 0.976 | 0.369 | 1.075 | |
| GA-ExploitClass=Evolution2026.01 | 4.497 | 4.252 | 0.652 | 0.998 | 4.497 | 0 | 102 | 0.989 | 0.107 | 0.377 | |
| TPEClass=Bayesian2026.01 | 4.437 | 3.936 | 0.721 | 0.996 | 4.437 | 0 | 242 | 0.972 | 0.24 | 0.793 |