Risk Feature Discovery on Document Structure Space Multi-Page 27D 1.0 (test) benchmark leaderboard · SOTA2 Research

Risk Feature Discovery on Document Structure Space Multi-Page 27D 1.0 (test)

5.751Max ValuePSO

Evaluation Results

Method	Links
PSO2026.01		5.751	2.546	0.928	0.985	4.103	0.39	614	0.827	0.562	1.535
GP-EI2026.01		5.323	3.41	0.607	0.991	4.333	0.284	994	0.966	0.56	1.68
PPO-Risk2026.01		5.296	3.475	0.883	0.996	4.521	0.15	560	0.982	0.384	1.104
REINFORCE2026.01		5.185	2.751	1.021	0.994	4.269	0.179	862	0.9	0.517	1.451
GP-UCB2026.01		5.146	3.426	0.599	0.99	4.326	0.223	993	0.948	0.538	1.623
GA-Explore2026.01		5.064	3.81	0.891	0.996	4.539	0.12	325	0.914	0.311	0.909
PPO-Div2026.01		4.921	3.215	0.891	0.992	4.41	0.161	724	0.984	0.446	1.263
QAOA2026.01		4.909	3.122	0.839	0.998	4.439	0.152	701	0.963	0.482	1.38
QAOA-Corr2026.01		4.758	2.816	0.796	0.996	4.222	0.188	761	0.957	0.503	1.443
MAP-Elites2026.01		4.706	2.688	0.758	0.997	4.066	0.194	671	0.961	0.451	1.176
Random2026.01		4.683	2.364	0.637	0.99	3.646	0.284	981	0.992	0.639	1.929
SA2026.01		4.652	3.499	0.665	0.999	4.468	0.041	292	0.976	0.369	1.075
GA-Exploit2026.01		4.497	4.252	0.652	0.998	4.497	0	102	0.989	0.107	0.377
TPE2026.01		4.437	3.936	0.721	0.996	4.437	0	242	0.972	0.24	0.793